diff --git "a/Finance-RAG/artifacts/Chat.txt" "b/Finance-RAG/artifacts/Chat.txt" new file mode 100644--- /dev/null +++ "b/Finance-RAG/artifacts/Chat.txt" @@ -0,0 +1,3199 @@ +08/01/23, 10:16 pm - Messages to yourself are end-to-end encrypted. No one outside of this chat, not even WhatsApp, can read or listen to them. Tap to learn more. +08/01/23, 10:11 pm - Yuvraj: +09/01/23, 12:05 am - Yuvraj: https://www.sumly.ai/ +15/01/23, 2:17 pm - Yuvraj: https://youtube.com/shorts/GYxiuFRkS58?feature=share +17/01/23, 8:20 pm - Yuvraj: Dear Students, + + You all need to do value-added courses. These courses will help students to enhance the standard beyond the levels specified in the academic curriculum. Courses for the students are already selected and the details are as follows: + + + +Website: https://futureskillsprime.in/ + +Login name: email id (CU associated only) + +Students need to complete the following courses. The courses with the link are as follows: + + + + 4th SEMESTER: + +1) Azure Administrator Associate (4th SEMESTER) + + +https://futureskillsprime.in/courses/azure-administrator-associate-az-104 + +6th SEMESTER: + +2) Salesforce Developer Catalyst (6th SEMESTER) + +https://futureskillsprime.in/course/salesforce-developer-catalyst + + + +It is mandatory that each and every student will do the registration as per the selected courses mentioned above and complete the course by 25 February 2023. + +Complete the registration process by 20 JAN 2023. The following is the link to the required to fill by students after completing the registration process. + +https://forms.gle/E8pXM3zaqST1cWrR9 +19/01/23, 4:50 pm - Yuvraj: +21/01/23, 11:57 am - Yuvraj: +22/01/23, 10:33 pm - Yuvraj: +22/01/23, 10:34 pm - Yuvraj: +22/01/23, 10:35 pm - Yuvraj: +22/01/23, 10:35 pm - Yuvraj: +22/01/23, 10:35 pm - Yuvraj: +22/01/23, 10:36 pm - Yuvraj: +22/01/23, 10:38 pm - Yuvraj: +24/01/23, 8:12 pm - Yuvraj: https://bit.ly/2UZK16l +25/01/23, 12:57 am - Yuvraj: https://github.com/jonathan-bower/DataScienceResources/issues +25/01/23, 7:25 pm - Yuvraj: https://github.com/jakevdp/PythonDataScienceHandbook/issues/334 +27/01/23, 11:24 pm - Yuvraj: Yuvraj Singh +Can we say that correlation is used for numerical data but chi squared test is used for the categorical data ? +Yes, correlation is typically used for numerical data, and chi-squared test is typically used for categorical data. Correlation measures the relationship between two numerical variables, while chi-squared test is used to test the independence of two categorical variables. + + + + +Yuvraj Singh +Can we use chi squared test for the numerical data ? +Chi-squared test is designed to test the independence of two categorical variables, so it is not typically used for numerical data. Instead, other statistical tests such as t-test or ANOVA are more appropriate for numerical data. However, it is possible to use chi-squared test for numerical data if the data is transformed into categorical data by creating bins or categories. This technique is called chi-squared test for goodness of fit. +30/01/23, 11:05 pm - Yuvraj: +30/01/23, 11:23 pm - Yuvraj: Here are some popular websites where you can find datasets for your projects: + +Kaggle (www.kaggle.com) +UCI Machine Learning Repository (archive.ics.uci.edu/ml/index.php) +OpenDataNet (www.opendatanet.org) +Data.gov (www.data.gov) +AWS Open Data Registry (registry.opendata.aws) +Google's Dataset Search (datasetsearch.research.google.com) +GitHub (github.com/awesomedata/awesome-public-datasets) +Quandl (www.quandl.com) +FiveThirtyEight (data.fivethirtyeight.com) +World Bank Open Data (data.worldbank.org) +09/02/23, 2:38 pm - Yuvraj: https://www.analyticsvidhya.com/blog/2021/05/4-ways-to-evaluate-your-machine-learning-model-cross-validation-techniques-with-python-code/ +14/02/23, 9:28 pm - Yuvraj: +17/02/23, 7:47 pm - Yuvraj: Here is a list of research papers related to fake news detection using deep learning: + +"Fake News Detection on Social Media using Geometric Deep Learning" by S. A. Khairnar et al. (2021) + +"Deep Learning for Fake News Detection in Social Media: A Survey" by B. Chen et al. (2021) + +"Fake News Detection on Social Media: A Deep Learning Approach" by S. Mirheidari et al. (2020) + +"A Hybrid Deep Learning Framework for Fake News Detection" by Y. Lee et al. (2020) + +"Fake News Detection using Deep Learning: A Review" by S. M. Bhat and S. M. Gowda (2020) + +"Fake News Detection using Deep Learning Techniques" by J. R. Bagci and B. Basaran (2019) + +"Fake News Detection using Deep Learning Techniques: A Review" by N. Z. Khan et al. (2019) + +"Fake News Detection on Social Media using Deep Learning Techniques" by A. Singh and A. Singh (2018) + +"Fake News Detection using Deep Learning: An Overview" by S. M. Bhat and S. M. Gowda (2018) + +"Fake News Detection using Deep Learning Neural Networks" by M. Zubiaga et al. (2016) + +This is not an exhaustive list, but it includes some of the most recent and relevant papers in the field of fake news detection using deep learning. +18/02/23, 12:51 pm - Yuvraj: https://youtube.com/shorts/pkJtIAsJIxU?feature=share +18/02/23, 6:13 pm - Yuvraj: https://github.com/yuvraaj2002/Machine-learning-projects/tree/master/DS%20job%20and%20salary%20prediction/DS_job_prediction +18/02/23, 8:17 pm - Yuvraj: https://youtube.com/shorts/xMERaoPsz1E?feature=share +19/02/23, 3:53 pm - Yuvraj: Last date of GP polling UC course registration on CUIMS ( Mooc dashboard ) is 20 Feb. +Both are compulsory. +21/02/23, 12:45 pm - Yuvraj: +22/02/23, 8:11 pm - Yuvraj: "A Survey on Detection Methods of Fake News" by K. Dinesh and S. Rajaram, published in the Journal of Advanced Research in Dynamical and Control Systems in 2019. + +"Fake News Detection Using Deep Learning: A Survey" by H. Farid and A. Elsayed, published in the Journal of Big Data in 2019. + +"Detecting Fake News in Social Media Using Textual and Visual Information" by H. Shu, et al., published in the ACM Transactions on Information Systems in 2019. + +"Explainable Fake News Detection via Attention-Based Convolutional Neural Network" by H. Jin, et al., published in the IEEE Access journal in 2020. + +"Detecting Fake News on Social Media with Multi-Modal Data" by Y. Chen, et al., published in the ACM Transactions on Social Computing in 2020. + +"Fake News Detection: A Deep Learning Approach with Transfer Learning" by R. Ranjan and P. Goyal, published in the Proceedings of the 2020 IEEE 3rd International Conference on Computing, Communication and Security (ICCCS) in 2020. + +"Fighting Fake News with Explainable Artificial Intelligence" by Y. Tian, et al., published in the IEEE Intelligent Systems journal in 2021. +23/02/23, 4:16 pm - Yuvraj: +23/02/23, 4:16 pm - Yuvraj: +23/02/23, 4:16 pm - Yuvraj: +23/02/23, 4:16 pm - Yuvraj: +23/02/23, 4:16 pm - Yuvraj: +23/02/23, 8:16 pm - Yuvraj: +25/02/23, 11:11 am - Yuvraj: https://colab.research.google.com/drive/18SCKPnd_gvl-O80uY6056o1gWBe5Gt8T +02/03/23, 9:27 am - Yuvraj: 6292 +02/03/23, 9:45 am - Yuvraj: Gsjs +02/03/23, 11:45 am - Yuvraj: +02/03/23, 11:45 am - Yuvraj: +02/03/23, 11:45 am - Yuvraj: +02/03/23, 11:45 am - Yuvraj: +02/03/23, 2:39 pm - Yuvraj: +04/03/23, 12:43 pm - Yuvraj: Machine Learning notes : +https://drive.google.com/drive/folders/1zJHE-Q5e8ka92Cis6b9DK2GqJNfdPYHQ?usp=share_link +06/03/23, 6:58 pm - Yuvraj: +09/03/23, 12:10 am - Yuvraj: +09/03/23, 12:11 am - Yuvraj: +09/03/23, 9:21 am - Yuvraj: 1622 +09/03/23, 11:38 am - Yuvraj: +09/03/23, 11:47 am - Yuvraj: +09/03/23, 12:01 pm - Yuvraj: +09/03/23, 12:02 pm - Yuvraj: +09/03/23, 12:43 pm - Yuvraj: +10/03/23, 9:14 am - Yuvraj: Find data +10/03/23, 8:45 pm - Yuvraj: +10/03/23, 8:47 pm - Yuvraj: +10/03/23, 11:54 pm - Yuvraj: +11/03/23, 9:40 am - Yuvraj: The first project idea involves using deep learning models to automatically extract building footprints from satellite imagery. Building footprint extraction is an important task in urban planning, disaster response, and environmental monitoring. By automatically extracting building footprints, we can generate accurate and up-to-date maps of urban areas, which can help in urban planning and infrastructure management. Additionally, accurate building footprints can aid in disaster response efforts by providing information on the number and location of buildings affected by a disaster. +11/03/23, 9:46 am - Yuvraj: Land cover mapping using deep learning involves using multispectral satellite imagery and a convolutional neural network to classify different types of land cover in a given area. This information is important for many applications, including land use planning, environmental monitoring, and natural resource management. To develop a deep learning model for land cover mapping, you would need to acquire a dataset of satellite imagery and corresponding land cover labels, preprocess the data, design the architecture of the CNN, train the model, and use it to classify land cover in new imagery. +11/03/23, 9:50 am - Yuvraj: https://gisgeography.com/free-global-land-cover-land-use-data/ +11/03/23, 9:57 am - Yuvraj: Detecting and classifying water bodies using deep learning models can have a wide range of practical applications. Here are a few examples: + +Environmental monitoring: Water bodies play a critical role in the environment, and their health and quality can have a significant impact on ecosystems and human populations. Deep learning models can be used to monitor changes in water bodies over time, including changes in size, shape, and water quality. + +Flood mapping and prediction: Deep learning models can be used to create detailed maps of flood-prone areas and predict how floods might impact different regions. This information can be used to develop strategies for flood prevention, mitigation, and response. + +Water resource management: Accurate information about the location and size of water bodies can be useful for managing water resources, including determining the amount of water available for human use and agriculture. + +Coastal management: Deep learning models can be used to monitor changes in coastlines, including the effects of erosion, sea level rise, and coastal development. This information can be used to guide policies and management practices that promote coastal resilience and protect vulnerable ecosystems. + +Urban planning: Knowing the location and extent of water bodies can be important for urban planning and development, especially in flood-prone areas where development may need to be restricted. +11/03/23, 10:01 am - Yuvraj: 👆🏻 Possible datasets that we can use +11/03/23, 10:14 am - Yuvraj: +12/03/23, 7:59 pm - Yuvraj: https://christuniversity-dot-yamm-track.appspot.com/2XqGf2tyWjIOsaT_YRxmyWSgznw8GigNUS_5TP2yRtZ9BeqrHhgFMZ8s59MdpZmTb__2zstMXAeYxcMNf0dUZOgRMxHmKPZsA5yOLL1rRPePikLU0sPdNuKLejPKyy5BaxhXq1ytB7Au0MmT7s4FI6GEfkas8-2H0aeOimSxJifgLFW87aGgCepeYJLc2Q0fV8An11ovUhuzj-KU +13/03/23, 1:20 pm - Yuvraj: 21BCS6343@cuchd.in_8gsz jFUEHrmA +14/03/23, 10:40 pm - Yuvraj: To reset shift mode 3 = AC +14/03/23, 10:42 pm - Yuvraj: To do calculation : mode 3 -> 3 alpha C, represent x with c, press M+ 4 times +14/03/23, 10:42 pm - Yuvraj: Shift 2 -> -> 1 <- 0= +14/03/23, 10:53 pm - Yuvraj: Filter methods: Filter methods evaluate the relevance of features based on statistical measures such as correlation, chi-squared test, or mutual information. Features are ranked according to their relevance and a subset is selected based on a predefined threshold. + +Wrapper methods: Wrapper methods evaluate the performance of machine learning algorithms using different subsets of features. Features are selected based on their impact on the algorithm's performance, and the process is repeated until the optimal subset is found. + +Embedded methods: Embedded methods select features during the process of training machine learning algorithms. Examples include Lasso and Ridge regression, which use regularization to penalize the magnitude of the feature coefficients and promote sparsity in the feature set. + +Principal Component Analysis (PCA): PCA is a dimensionality reduction technique that transforms the original features into a smaller set of orthogonal components that capture the most variance in the data. The components can be ranked according to their importance and a subset can be selected based on a predefined threshold. + +Recursive Feature Elimination (RFE): RFE is a wrapper method that recursively eliminates the least important features and selects the most important features based on the performance of a machine learning algorithm. +16/03/23, 2:10 pm - Yuvraj: Learning how to learn : Powerful mental tools to learn to help you master tough subjects +16/03/23, 2:11 pm - Yuvraj: 21BCS6343@cuchd.in +16/03/23, 2:11 pm - Yuvraj: #Microsoftyuvraj2002 +17/03/23, 7:01 pm - Yuvraj: +17/03/23, 8:06 pm - Yuvraj: https://ic4.co.in/crc_submission.html +17/03/23, 8:06 pm - Yuvraj: https://ieee-pdf-express.org/account/Login +18/03/23, 6:14 pm - Yuvraj: Hello everyone ek update hai our team is not going to participate, and kuch genral cheezein hai jo mujhe IIT Mandi wale hackathon se sikhne ko milli thi toh wo share kar rha hu 1. If you are having a team then make sure that your team have someone which is really good at deployment and don’t just take anyone random you will suffer +2. Pick project closest to solving Real world problem +3. Out of 100% , presentation is 80% important +4. Define proper goals to achieve to complete project on time +5. Keep a side by side documentation of what you are doing which would you and your team member in final moment to revise what you did +6. Most important :: Be in touch with the mentor as much as possible +7. Take a look at other project carefully +18/03/23, 8:14 pm - Yuvraj: However, some common features that may be used by the model include: + +Word frequency: RNNs can learn to identify words or phrases that are commonly associated with fake news, such as sensationalist language, misleading headlines, or inflammatory rhetoric. + +Contextual information: RNNs can capture the context in which words are used, allowing them to identify patterns of language use that are characteristic of fake news, such as the use of certain pronouns or the absence of corroborating evidence. + +Syntax and grammar: RNNs can learn to identify patterns of syntax and grammar that are indicative of fake news, such as the use of passive voice or the absence of verbs in headlines. +18/03/23, 8:25 pm - Yuvraj: There are many features that can be used to classify whether a text is fake or not, and the choice of features may depend on the specific dataset and problem. However, some common features that have been used in previous studies include: + +Sentiment analysis: analyzing the overall sentiment or tone of the text, such as the use of positive or negative words, to identify fake or biased language. + +Source credibility: analyzing the credibility of the source or author of the text, such as the reputation of the news outlet or the expertise of the author. + +Lexical features: analyzing the frequency and usage of specific words or phrases, such as the use of superlatives or the presence of certain keywords. + +Structural features: analyzing the structure and organization of the text, such as the length of sentences or paragraphs, to identify anomalies or unusual patterns. + +Social network features: analyzing the social network context of the text, such as the number of retweets or shares, to identify potential propaganda or misinformation campaigns. + +It's important to note that no single feature or set of features can definitively determine whether a text is fake or not, and the accuracy of the model will depend on the quality and diversity of the training data. +20/03/23, 11:34 am - Yuvraj: +21/03/23, 10:00 am - Yuvraj: 0122333 +21/03/23, 10:01 am - Yuvraj: . +21/03/23, 11:48 pm - Yuvraj: https://ic4.co.in/crc_submission.html +22/03/23, 12:11 am - Yuvraj: +912023065857 +22/03/23, 12:17 am - Yuvraj: https://cmt3.research.microsoft.com/CIS2023/Submission/Index +23/03/23, 10:38 am - Yuvraj: https://www.kaggle.com/datasets/21faa9e463f87c2500de415965f97074cc83502d0f10766fb62a2e1c2bc6b512 +24/03/23, 10:50 pm - Yuvraj: +25/03/23, 10:52 am - Yuvraj: # Now we will be using MICE for imputing the missing values in company_size variable +lr = LinearRegression() +imp = IterativeImputer(estimator=lr, verbose=2, max_iter=30, tol=1e-10, imputation_order='roman') +30/03/23, 12:47 pm - Yuvraj: +31/03/23, 8:44 pm - Yuvraj: importances = pd.DataFrame(data={ + 'Attribute': X_train.columns, + 'Importance': model.coef_[0] +}) +importances = importances.sort_values(by='Importance', ascending=False) +31/03/23, 8:44 pm - Yuvraj: plt.bar(x=importances['Attribute'], height=importances['Importance'], color='#087E8B') +plt.title('Feature importances obtained from coefficients', size=20) +plt.xticks(rotation='vertical') +plt.show() +01/04/23, 10:17 am - Yuvraj: +01/04/23, 10:34 pm - Yuvraj: Yes, it is technically possible to create an application that uses handwritten text to generate images using GANs. However, it is important to note that this is a complex and challenging task that would require advanced skills in machine learning and computer vision. + +Here is a high-level overview of how such an application might work: + +Handwritten text recognition: The first step would be to use optical character recognition (OCR) to convert the handwritten text into digital text. There are several OCR libraries available that you can use to accomplish this task, such as Tesseract, OCRopus, and Google Cloud Vision. + +Image generation using GAN: Once you have the digital text, you can use a GAN (generative adversarial network) to generate images based on the text. GANs are a type of deep learning model that can learn to generate realistic images that match the input text. + +Training the GAN: To train the GAN, you would need a large dataset of handwritten text and corresponding images. You can collect your own dataset or use an existing dataset, such as the IAM Handwriting Database. + +Fine-tuning the GAN: Once you have a working GAN, you may need to fine-tune it to improve its performance on specific tasks. This may involve adjusting the architecture of the GAN or changing the training data. + +Overall, creating such an application would require a significant amount of time and effort, as well as a deep understanding of machine learning and computer vision. +02/04/23, 9:52 am - Yuvraj: https://cumailin-my.sharepoint.com/:f:/g/personal/anil_e12015_cuchd_in/EqmN0HEFgXxOgJni-5y98KYBZo1vu78ifMVlsthESYVIKA?e=2VfieC +03/04/23, 1:10 am - Yuvraj: pip install ipython and pip install ipykernel +03/04/23, 1:10 am - Yuvraj: Then shooot jupyter lab +03/04/23, 1:13 am - Yuvraj: python -m ipykernel install --user --name=Face_env +03/04/23, 11:12 am - Yuvraj: python -m ipykernal install --user --name tensorflow --display-name "Python 3.9 (tensorflow)" +04/04/23, 8:05 am - Yuvraj: import torch +from torch.utils.data import DataLoader +from torchvision import transforms +from yolo_dataset import YoloDataset +from yolo_model import YoloModel + +# Define hyperparameters +batch_size = 8 +num_epochs = 100 +patience = 10 +learning_rate = 0.001 + +# Create the dataset and data loader +transform = transforms.Compose([transforms.Resize((416, 416)), + transforms.ToTensor()]) +train_dataset = YoloDataset('train.txt', transform=transform) +train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True) + +# Create the YOLO model and optimizer +model = YoloModel(num_classes=2) +optimizer = torch.optim.Adam(model.parameters(), lr=learning_rate) + +# Define the loss function +loss_fn = torch.nn.MSELoss() + +# Initialize variables for early stopping +best_val_loss = float('inf') +patience_counter = 0 + +# Train the model +for epoch in range(num_epochs): + for images, targets in train_loader: + # Forward pass + predictions = model(images) + loss = loss_fn(predictions, targets) + + # Backward pass and optimization + optimizer.zero_grad() + loss.backward() + optimizer.step() + + # Calculate validation loss after each epoch + with torch.no_grad(): + val_dataset = YoloDataset('val.txt', transform=transform) + val_loader = DataLoader(val_dataset, batch_size=batch_size) + val_loss = 0 + for images, targets in val_loader: + predictions = model(images) + val_loss += loss_fn(predictions, targets).item() + val_loss /= len(val_loader) + + # Check if validation loss has improved or not + if val_loss < best_val_loss: + best_val_loss = val_loss + torch.save(model.state_dict(), 'yolo_best.pth') + patience_counter = 0 + else: + patience_counter += 1 + + # Check if early stopping criteria has been met + if patience_counter >= patience: + print('Early stopping: Validation loss has not improved for {} epochs'.format(patience)) + break +04/04/23, 11:01 am - Yuvraj: +04/04/23, 8:54 pm - Yuvraj: https://cumailin-my.sharepoint.com/:f:/g/personal/anil_e12015_cuchd_in/EqmN0HEFgXxOgJni-5y98KYBZo1vu78ifMVlsthESYVIKA?e=2VfieC +04/04/23, 8:55 pm - Yuvraj: https://eventing.coursera.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.wZiAkbp1tXaoenyyUgVDYWx_a9ONFqnDcURDce4aw8s +05/04/23, 4:04 pm - Yuvraj: 1ef1bb41ef4f55e0713ca40d8a0fda0fbde04468 +06/04/23, 9:10 am - Yuvraj: +06/04/23, 10:19 pm - Yuvraj: +07/04/23, 10:15 pm - Yuvraj: +10/04/23, 11:52 pm - Yuvraj: Swish - uses a sigmoid-like curve that smoothly transitions between 0 and the input value to improve non-linearity and expressiveness. +Mish - similar to Swish but with a different curve that is claimed to be smoother and more effective. +GELU (Gaussian Error Linear Unit) - uses a Gaussian cumulative distribution function to introduce non-linearity and better capture the statistical distribution of the input. +11/04/23, 12:10 am - Yuvraj: +12/04/23, 10:43 am - Yuvraj: >python -m ipykernel install --use +r --name text_data --display-name "text_data" +12/04/23, 1:25 pm - Yuvraj: Some of the decision tree based algorithms include: + +ID3 (Iterative Dichotomiser) + +C4.5 + +Classification and Regression Tree (CART) + +CHAID (Chi-squared Automatic Interaction Detector) + +MARS (Multivariate Adaptive Regression Splines) + +Conditional Inference Trees + +Extremely randomized trees (Extra-Trees) + +These algorithms use different criteria for selecting the best feature to split the data, such as information gain (used by ID3), gain ratio (used by C4.5), Gini impurity (used by CART), or chi-squared test (used by CHAID). +14/04/23, 7:50 pm - Yuvraj: +17/04/23, 1:26 pm - Yuvraj: +18/04/23, 11:16 pm - Yuvraj: +18/04/23, 11:17 pm - Yuvraj: +18/04/23, 11:17 pm - Yuvraj: +18/04/23, 11:26 pm - Yuvraj: +19/04/23, 9:12 pm - Yuvraj: Contact Hours:15 +Chapter – 3 (Greedy Method): Understanding of greedy approach, Greedy algorithms for Knapsack Fractional Problem, Job Sequencing Problem with the deadline, Huffman Coding. Single Source Shortest Path: Dijkstra algorithm, Minimum Spanning Tree: Prims and Kruskal Algorithm, Activity Selection problem, Chapter – 4 (Dynamic Programming): Understanding of dynamic programming approach, Algorithms for 0/1 Knapsack problem, Longest Common Subsequence problem, Travelling Salesman Problem. Single Source Shortest Path: Bellman-Ford Algorithm. All-Pair shortest path problem: Floyd-Warshall algorithm. OBST, Coin change problem, Matrix Chain Multiplication. +20/04/23, 11:03 pm - Yuvraj: +20/04/23, 11:07 pm - Yuvraj: +21/04/23, 2:01 pm - Yuvraj: https://christkengeri.webex.com/christkengeri/j.php?MTID=m74c9767953c9486ad689ca54541ff273 +22/04/23, 1:59 pm - Yuvraj: +22/04/23, 1:59 pm - Yuvraj: +22/04/23, 1:59 pm - Yuvraj: +22/04/23, 3:36 pm - Yuvraj: yashikahudda544@gmail.com +22/04/23, 7:44 pm - Yuvraj: https://emails.azure.microsoft.com/redirect/?destination=https%3A%2F%2Fstudentambassadors.microsoft.com%2Fonboard&p=bT1iNjNkOTZhZC03ZjIwLTRhMGUtYWRlZS03YTAyNjM3NzgzNDkmdT1hZW8mbD1vbmJvYXJk +25/04/23, 12:55 pm - Yuvraj: +27/04/23, 8:25 pm - Yuvraj: +01/05/23, 11:16 am - Yuvraj: +01/05/23, 11:16 am - Yuvraj: +01/05/23, 7:52 pm - Yuvraj: +01/05/23, 11:51 pm - Yuvraj: +03/05/23, 12:45 pm - Yuvraj: +03/05/23, 12:45 pm - Yuvraj: +03/05/23, 3:11 pm - Yuvraj: +03/05/23, 3:11 pm - Yuvraj: +03/05/23, 3:11 pm - Yuvraj: +03/05/23, 3:20 pm - Yuvraj: Send aarushi hac +04/05/23, 10:23 am - Yuvraj: +04/05/23, 11:58 am - Yuvraj: +05/05/23, 11:56 am - Yuvraj: +06/05/23, 9:41 am - Yuvraj: +08/05/23, 9:33 am - Yuvraj: +11/05/23, 11:25 am - Yuvraj: +11/05/23, 11:26 am - Yuvraj: +11/05/23, 11:27 am - Yuvraj: +11/05/23, 9:10 pm - Yuvraj: Reliable +11/05/23, 9:10 pm - Yuvraj: In these trying times, Jackie Mason is the Voice of Reason. [In this week’s exclusive clip for Breitbart News, Jackie discusses the looming threat of North Korea, and explains how President Donald Trump could win the support of the Hollywood left if the U. S. needs to strike first. “If he decides to bomb them, the whole country will be behind him, because everybody will realize he had no choice and that was the only thing to do,” Jackie says. “Except the Hollywood left. They’ll get nauseous. ” “[Trump] could win the left over, they’ll fall in love with him in a minute. If he bombed them for a better reason,” Jackie explains. “Like if they have no transgender toilets. ” Jackie also says it’s no surprise that Hollywood celebrities didn’t support Trump’s strike on a Syrian airfield this month. “They were infuriated,” he says. “Because it might only save lives. That doesn’t mean anything to them. If it only saved the environment, or climate change! They’d be the happiest people in the world. ” Still, Jackie says he’s got nothing against Hollywood celebs. They’ve got a tough life in this country. Watch Jackie’s latest clip above. Follow Daniel Nussbaum on Twitter: @dznussbaum +11/05/23, 9:10 pm - Yuvraj: Print +An Iranian woman has been sentenced to six years in prison after Iran’s Revolutionary Guard searched her home and found a notebook that contained a fictional story she’d written about a woman who was stoned to death, according to the Eurasia Review . +Golrokh Ebrahimi Iraee, 35, is the wife of political prisoner Arash Sadeghi, 36, who is serving a 19-year prison sentence for being a human rights activist, the publication reported. +“When the intelligence unit of the Revolutionary Guards came to arrest her husband, they raided their apartment – without a warrant – and found drafts of stories that Ebrahimi Iraee had written,” the article stated. +“One of the confiscated drafts was a story about stoning women to death for adultery – never published, never presented to anyone,” the article stated. “The narrative followed the story of a protagonist that watched a movie about stoning of women under Islamic law for adultery. +11/05/23, 10:33 pm - Yuvraj: +12/05/23, 7:27 pm - Yuvraj: +12/05/23, 7:27 pm - Yuvraj: +12/05/23, 7:27 pm - Yuvraj: +12/05/23, 7:27 pm - Yuvraj: +13/05/23, 3:30 pm - Yuvraj: Ora.sh +14/05/23, 11:04 pm - Yuvraj: +15/05/23, 1:12 pm - Yuvraj: +17/05/23, 11:54 am - Yuvraj: https://youtube.com/shorts/V-OLZIpxtXY?feature=share +19/05/23, 10:41 am - Yuvraj: +19/05/23, 10:43 am - Yuvraj: +19/05/23, 11:38 pm - Yuvraj: +19/05/23, 11:39 pm - Yuvraj: +20/05/23, 8:28 pm - Yuvraj: https://forms.office.com/r/2X6vWzJ96s +22/05/23, 2:00 pm - Yuvraj: If any(1-10) practical num discrepancies, then you can meet me in d2-502 tomorrow date from 12pm-2pm +23/05/23, 10:50 am - Yuvraj: +24/05/23, 12:52 pm - Yuvraj: https://twitter.com/Prathkum/status/1604729804590292999?s=20 +24/05/23, 7:31 pm - Yuvraj: https://twitter.com/paulabartabajo_/status/1661326007075307520?t=FcLvQ68-p3lE8Us7DCdSIg&s=08 +25/05/23, 1:49 pm - Yuvraj: +25/05/23, 4:50 pm - Yuvraj: +25/05/23, 5:32 pm - Yuvraj: +25/05/23, 9:22 pm - Yuvraj: +25/05/23, 9:47 pm - Yuvraj: +25/05/23, 10:11 pm - Yuvraj: +26/05/23, 8:27 pm - Yuvraj: PapyrusNebulae-2023 Hackathon! + +About the Hackathon: +We organize a campus hackathon exclusively for undergraduate and postgraduate students. This is your chance to explore, experiment, and innovate with PDF APIs and create innovative solutions for modern-day documents. In addition, you will have the unique opportunity to be guided by Adobe Document Cloud Computer Scientists, who will provide valuable insights and mentorship throughout the hackathon. + +Schedule: +Registration: 22nd May to 29th May +Round 1 Submission Deadline: 9th June +Round 2 Submission Deadline: 16th June + +Eligibility Criteria: +• The contest is open to undergraduate and postgraduate students. +• Each student is expected to participate individually and submit. +• Students must possess a valid college ID card. +• The submissions made by the students in each round must be their original work, and they must be the legal owner of the work. +• Plagiarism will not be tolerated, and any student caught in the act will be disqualified by the event organizers. + +Prizes: +Besides the sheer joy of building something innovative, winning students will receive exciting gifts!! +This hackathon is not limited to coding experts alone. It's an opportunity to push the boundaries of what can be achieved with PDF technology. Whether you excel in coding, design, or problem-solving, this event welcomes students from all backgrounds and skill levels. +Participating in this hackathon will provide you with an unparalleled chance to showcase your talent to industry experts, potential employers, and your peers. You will have the opportunity to network with professionals, gain recognition for your exceptional creations, and win exciting prizes. Most importantly, you can join the Document Cloud team as an Intern and, finally, as a Full-Time Employee at Adobe India. +Join us at the Document Cloud Hackathon and unlock the limitless possibilities of PDF APIs. Mark your calendars, gather your team, and prepare to immerse yourself in the world of document technology. + + +To register for this event, please visit https://careers.adobe.com/us/en/event/646b1ecd3717f503b1aa4d19/Papyrus-Nebulae-2023-Adobe-Document-Cloud-Hackathon. + + +Consent form: https://forms.gle/cUq4gFUAQrzkdQ9z9 + + +Further details will be shared with the registered candidates upon registration. +26/05/23, 11:35 pm - Yuvraj: https://twitter.com/skalskip92/status/1660667110555631625?t=ixeEmW78osfmI7CJcMkmoA&s=08 +27/05/23, 5:00 pm - Yuvraj: +27/05/23, 5:00 pm - Yuvraj: +28/05/23, 2:02 pm - Yuvraj: +28/05/23, 2:02 pm - Yuvraj: +28/05/23, 2:02 pm - Yuvraj: +29/05/23, 4:59 pm - Yuvraj: +29/05/23, 4:59 pm - Yuvraj: +29/05/23, 10:58 pm - Yuvraj: +30/05/23, 1:04 pm - Yuvraj: +30/05/23, 10:11 pm - Yuvraj: +31/05/23, 2:54 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 2:55 pm - Yuvraj: +31/05/23, 7:51 pm - Yuvraj: +31/05/23, 10:08 pm - Yuvraj: +04/06/23, 6:04 pm - Yuvraj: +05/06/23, 8:41 pm - Yuvraj: https://drive.google.com/drive/folders/1QRPLUlC_zJO6kaoGHB9n8DAu4F71WzwK?usp=sharing +06/06/23, 11:55 am - Yuvraj: +06/06/23, 11:55 am - Yuvraj: +06/06/23, 11:55 am - Yuvraj: +07/06/23, 11:40 pm - Yuvraj: 6239305919@ybl +08/06/23, 6:25 pm - Yuvraj: https://click.pstmrk.it/3s/www.hackerrank.com%2Ftests%2F64f7pp3e550%2Flogin%3Fb%3DeyJ1c2VybmFtZSI6InlzNzIzMzgzMUBnbWFpbC5jb20iLCJwYXNzd29yZCI6IjY5Zjc3OThlIiwiaGlkZSI6dHJ1ZSwiYWNjb21tb2RhdGlvbnMiOnsiYWRkaXRpb25hbF90aW1lX3BlcmNlbnQiOjB9fQ%3D%3D/EDcI/6M_tAQ/AQ/0600ad14-4a33-4c99-bac6-98d22644aee6/3/2lmIx2yUQM +10/06/23, 2:15 pm - Yuvraj: https://www.linkedin.com/posts/avi-chawla_machinelearning-datascience-activity-7073214581266915328-NWAT?utm_source=share&utm_medium=member_android +10/06/23, 6:32 pm - Yuvraj: +10/06/23, 9:51 pm - Yuvraj: You deleted this message +10/06/23, 10:28 pm - Yuvraj: +12/06/23, 10:57 am - Yuvraj: +12/06/23, 1:45 pm - Yuvraj: https://acrobat.adobe.com/id/urn:aaid:sc:AP:81ecd73c-2ee0-4c45-b442-6afb7830ea99 +13/06/23, 12:12 am - Yuvraj: +13/06/23, 9:45 am - Yuvraj: https://amcatcampus.aspiringminds.com/ +13/06/23, 7:04 pm - Yuvraj: 🔔 Time has arrived! Our Wicternship Orientation is just 5 minutes away! 🔔 + +Get ready to embark on an exciting journey with WictroniX. The orientation session is about to begin, where you'll dive into the world of opportunities and possibilities. 🌟 + +Remember to join the meeting using the provided link: https://meet.google.com/tmx-tvxn-vxh⏰ + +Gather your enthusiasm, curiosity, and eagerness to learn. This is your chance to connect with fellow Wicterns and discover the incredible experiences that await you. + +See you all in a few minutes at the Wicternship Orientation! Let's make this journey extraordinary! 🚀 + +Best regards, + + Sunil Kumar poonia, +CMO & Co-founder, +WictroniX +13/06/23, 7:12 pm - Yuvraj: +13/06/23, 11:33 pm - Yuvraj: +14/06/23, 9:48 am - Yuvraj: +14/06/23, 9:48 am - Yuvraj: +14/06/23, 9:48 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:32 am - Yuvraj: +14/06/23, 10:34 am - Yuvraj: *Four shopkeeper Johny, Jimmy...* + +*1. Best deal : Jack* +*2. Difference : 900* +*3. Profit : 7200* +*4. Difference: 10%* +*5. Highest profit : Johny* +14/06/23, 10:34 am - Yuvraj: Anand - +4641 +7824 +2400 +5105.1 +22000 + +Expenditures of a company (table) + +167:212 +3.46% +46.66lacs +728.08lacs +86% +14/06/23, 10:34 am - Yuvraj: Line graph & bar graph- +40000 +16550 +12800 +33750 +2500 +14/06/23, 10:34 am - Yuvraj: Pie chart- +2400 +600 +746 +20% +800 +14/06/23, 10:34 am - Yuvraj: Mt bhargav 3 sons +21000 +95700 +110424 +24000(A is allowed to shuffle) +116640 (money in scheme 3) +14/06/23, 7:54 pm - Yuvraj: +15/06/23, 9:36 am - Yuvraj: +15/06/23, 10:01 am - Yuvraj: +19/06/23, 10:29 am - Yuvraj: +19/06/23, 11:28 pm - Yuvraj: +20/06/23, 10:57 am - Yuvraj: +20/06/23, 10:57 am - Yuvraj: +20/06/23, 10:59 am - Yuvraj: Hey everyone I’m experimenting with multi doc chat using LangChain 🦜. If anyone has any ideas to do this would love to discuss + +https://github.com/13point5/langchain-experiments/blob/main/multi_doc_chat.ipynb +20/06/23, 11:11 am - Yuvraj: https://www.coursera.org/professional-certificates/tensorflow-in-practice +20/06/23, 11:12 am - Yuvraj: https://www.tensorflow.org/static/extras/cert/TF_Education_Stipend.pdf +20/06/23, 1:35 pm - Yuvraj: Hi @916369589236 I have build end to end projects posted in github:https://github.com/dsaakash/cnnClassifier +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +20/06/23, 5:19 pm - Yuvraj: +21/06/23, 12:30 am - Yuvraj: Something like this? + +https://js.langchain.com/docs/modules/chains/other_chains/sql +21/06/23, 9:07 am - Yuvraj: @916239305919 this will be a good intro https://www.deeplearning.ai/short-courses/ +21/06/23, 9:07 am - Yuvraj: https://github.com/SamurAIGPT/langchain-course +https://github.com/SamurAIGPT/LlamaIndex-course + +If you are planning to build LLM apps using Langchain or LlamaIndex you can check these +21/06/23, 9:07 am - Yuvraj: https://a16z.com/2023/06/20/emerging-architectures-for-llm-applications/ +21/06/23, 9:07 am - Yuvraj: https://aws.amazon.com/blogs/machine-learning/train-a-large-language-model-on-a-single-amazon-sagemaker-gpu-with-hugging-face-and-lora/ +21/06/23, 11:51 am - Yuvraj: Here are some langchain projects which you can try out https://github.com/Anil-matcha +21/06/23, 11:51 am - Yuvraj: Yes here is a demo with and without langchain https://github.com/Anil-matcha/openai-functions +21/06/23, 1:32 pm - Yuvraj: +21/06/23, 8:06 pm - Yuvraj: https://a16z.com/2023/06/20/emerging-architectures-for-llm-applications/ +21/06/23, 9:39 pm - Yuvraj: https://docs.streamlit.io/library/cheatsheet +22/06/23, 11:19 am - Yuvraj: +22/06/23, 5:04 pm - Yuvraj: https://medium.com/@ORPALIS/deep-learning-for-ocr-2c612ce08700 +23/06/23, 10:12 am - Yuvraj: 3 packet dudh green +23/06/23, 10:12 am - Yuvraj: Adha killo paneer + 1 killo dahi +23/06/23, 10:13 am - Yuvraj: Bhatnagar adha killo radgulle +23/06/23, 10:14 am - Yuvraj: 2 packet britanio +24/06/23, 12:56 am - Yuvraj: ਗੁਡ ਮੋਰਨਿੰਗ +24/06/23, 12:56 am - Yuvraj: ਗੁਡ ਮੋਰਨਿੰਗ +25/06/23, 11:51 am - Yuvraj: Can advise your tech stack we're hiring +25/06/23, 11:51 am - Yuvraj: Yes we are hiring aggresively at GenVR. + +Please share your resume on personal dm. + +Website: www.genvrlabs.com + +LinkedIn: https://www.linkedin.com/company/genvr/?viewAsMember=true +26/06/23, 12:28 pm - Yuvraj: # Data for the pie chart +label_counts = df_avocados.region.value_counts() +labels = label_counts.index +sizes = label_counts.values + +# Generating unique colors +num_colors = len(labels) +color_palette = plt.cm.get_cmap('tab20c', num_colors) +colors = color_palette(range(num_colors)) + +# Plotting the pie chart +plt.pie(sizes, colors=colors) + +# Adding a legend +plt.legend(labels, loc='center left', bbox_to_anchor=(1, 0.5)) + +# Aspect ratio to make the pie circular +plt.axis('equal') + +# Display the chart +plt.show() +27/06/23, 1:19 pm - Yuvraj: SCV5N3Rp7dpmeXQw5c2sNw +27/06/23, 5:02 pm - Yuvraj: 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 +30/06/23, 12:55 pm - Yuvraj: +30/06/23, 4:29 pm - Yuvraj: +30/06/23, 8:18 pm - Yuvraj: +01/07/23, 4:06 pm - Yuvraj: +05/07/23, 7:45 pm - Yuvraj: Mentor : - *Yuvraj Singh* +Mentees :- +Ansh Ujlayan : 9910000378 +Shivam Gupta : 9811167896 +Nadella Rutvik Ramana : 9177524364 +Piyush Goyal : 8700141316 +06/07/23, 12:21 am - Yuvraj: +06/07/23, 12:22 am - Yuvraj: Okay great, now everyone listen carefully I have created a complete roadmap for your next 7 days. +06/07/23, 12:22 am - Yuvraj: Now for getting start +06/07/23, 12:23 am - Yuvraj: Now for getting started, do these things + +1. Download notion desktop application https://www.notion.so/desktop +2. Check your notifications tab I have sent you link to join the group +3. Read the instructions carefully and starting working !! +06/07/23, 5:36 pm - Yuvraj: database of 200 case studies from 64 companies that share practical ML use cases and learnings from designing ML systems. + +https://www.evidentlyai.com/ml-system-design +07/07/23, 8:42 pm - Yuvraj: https://www.coursera.org/professional-certificates/tensorflow-in-practice +07/07/23, 8:42 pm - Yuvraj: https://www.tensorflow.org/static/extras/cert/TF_Education_Stipend.pdf +07/07/23, 11:49 pm - Yuvraj: Job Application Prediction: Develop a model that predicts the likelihood of receiving a certain number of job applications based on features such as job title, location, company size, and work type. This can help companies estimate the demand for their job postings and plan their hiring strategies accordingly. +09/07/23, 8:58 pm - Yuvraj: https://www.linkedin.com/posts/amanc_artificialintelligence-machinelearning-ai-activity-7083669786018152448-4jhu?utm_source=share&utm_medium=member_android +13/07/23, 8:06 pm - Yuvraj: https://www.jetbrains.com/shop/eform/students/request?code=7yblisfudh1bzzbhwilnamz33 +02/08/23, 8:08���pm - Yuvraj: +08/08/23, 10:59 am - Yuvraj: +09/08/23, 8:18 am - Yuvraj: +12/08/23, 11:45 am - Yuvraj: +12/08/23, 11:51 am - Yuvraj: +12/08/23, 6:49 pm - Yuvraj: 7783878890@paytm +12/08/23, 6:51 pm - Yuvraj: +14/08/23, 3:00 pm - Yuvraj: wsl password : wsl2002 +14/08/23, 3:00 pm - Yuvraj: wsl username: yuvraaj2002 +15/08/23, 3:39 pm - Yuvraj: https://youtube.com/shorts/23T9m9h80Xw?feature=share +18/08/23, 10:43 am - Yuvraj: https://lakefs.io/blog/data-versioning/ +20/08/23, 10:07 pm - Yuvraj: https://youtube.com/shorts/s6SK9FfIWn0?feature=share +21/08/23, 6:59 pm - Yuvraj: Congrats on earning your Ronin in Arrays on Coding Ninjas Studio! � Showcase your hard-earned skills and knowledge with your network by sharing this badge. Keep learning and level up your career! #SkillBadge #CodingNinjasStudio +https://students.codingninjas.com/share/image?redirect_to=Profile&title=%F0%9F%8F%86+SkillBadge+Unlocked%21+%7C+Coding+Ninjas+Studio&description=Congrats+on+earning+your+Ronin+in+Arrays+on+Coding+Ninjas+Studio%21+%F0%9F%8C%9F+Showcase+your+hard-earned+skills+and+knowledge+with+your+network+by+sharing+this+badge.+Keep+learning+and+level+up+your+career%21+%23SkillBadge+%23CodingNinjasStudio&url=https%3A%2F%2Fcertificate.codingninjas.com%2Fcertificate%2F907873705d37c966%2FBadgesRoninCertificate&utm_medium=shareable_moments_codestudio&utm_campaign=PracticeTopic_Ronin&uuid=669ee552-07b0-4f10-90f3-3fa2c1fe39e2&utm_source=whatsapp +24/08/23, 9:19 am - Yuvraj: Dear Students, + + + +Greetings of the Day + + + +As instructed by the higher authorities, we are planning to conduct the project phase – 1 evaluation for this academic semester (2023-24) from 21/08/2023 to 26/08/2023. + + + +I am sharing the project evaluation schedule for phase -1 in the attachment, the student needs to check the evaluation panel members seating plan and go and meet the panel members and give the presentations. Failing to give the presentation will be marked as "0." + + + +For Phase-I Evaluation the students need to give a presentation in PPT to the Panel Members, + +1. SCOPE OF THE PROJECT + +2. PLANNING TO IMPLEMENT + + + +Note: + +1. The presentation should be in the format which was given (refer the attachment). + +2. Each presentation should consist of 4-5 slides, and all team members should be present at the time of presentation. + +3. The below mentioned documents are supposed to be submitted before the presentation to the supervisor, + + 3.1 Project Proposal (Hardcopy and Softcopy) + + 3. 2. Project Synopsis (Hardcopy and Softcopy) + + + +For any queries, contact your corresponding supervisors. +24/08/23, 9:19 am - Yuvraj: +24/08/23, 9:43 pm - Yuvraj: +28/08/23, 6:52 am - Yuvraj: +28/08/23, 6:52 am - Yuvraj: +31/08/23, 8:04 pm - Yuvraj: +01/09/23, 8:41 pm - Yuvraj: +05/09/23, 10:59 am - Yuvraj: DATA MINING AND WAREHOUSING +06 Sep 2023 10:00 + +ADVANCED MACHINE LEARNING +06 Sep 2023 15:00 + +PREDICTIVE ANALYTICS +07 Sep 2023 10:00 + +COMPUTER NETWORKS +07 Sep 2023 12:30 + +SOFT COMPUTING +08 Sep 2023 12:30 + +APTITUDE +10 Sep 2023 15:00 Online +05/09/23, 12:32 pm - Yuvraj: https://drive.google.com/drive/folders/1WN8KvHtlIIpQafDhd7nLpsaqCByZpQ0H?usp=drive_link +05/09/23, 2:08 pm - Yuvraj: Hello priyanshu, bhai ek problem hai , basically purani jo humari team thi pehle keh rhe the ki participate nhi krna then ab kr rhe hai and mujhe aur rajveer ko bhut pressurise kr rhe hai , and keh rhe hai ki abhi takk saare hackathon humare saath kiye hai and abhi bhi humare sath hi team bna, to bhai mai abhi kya kru unki team mein hi Jaa rha hai. Sorry Bhai 2 bande aur dhoondhne padenge tere ko. 🫠🙏 +05/09/23, 8:07 pm - Yuvraj: Dmw assignment 1 , for set 2 +1.How does the presence of noisy data effect the accuracy and reliability of regression model and what techniques can be used to mitigate the impact of noise . +2. What is inconsistent data in context of data mining and why is it a concern for data analysis. +3. What are the potential cause of inconsistent data and how can they be address during data preprocessing. +4. Describe the process of supervised and unsupervised discretization , the advantages and disadvantages of unsupervised descretization. +5. Explain with example hierarchical and partial based clustering, how does hierarchical clustering differ from partial based clustering. How does k means clustering work and what are its main steps. +05/09/23, 8:07 pm - Yuvraj: Set -1 Describe the difference between data cleaning and data transformation in data pre processing with +appropirate example +Describe process of dimensionality reduction and its application in pre processing +Define data cube aggregation and how does it facilitate OLAP operation in data mining +Define data mining with an appropriate example and explain ATV/KDD architechure. What are advantages and +disadvantages of data mining. +What is data preprocessing and why is it essential step in data mining?How can missing value imputed +be performed during data pre processing +05/09/23, 8:07 pm - Yuvraj: +07/09/23, 4:35 am - Yuvraj: +07/09/23, 11:09 am - Yuvraj: https://www.imperva.com/learn/application-security/osi-model/ +10/09/23, 9:35 pm - Yuvraj: +10/09/23, 9:35 pm - Yuvraj: +13/09/23, 2:22 pm - Yuvraj: What is Soft Computing? +• How Soft computing is used in traffic management. +• What are the advantages of using Jupyter Notebook? +• What is the usage of Numpy? +• What do we use Pandas? +• How neural networks can be used to solve real-time problems. Give any real-time application where NN are used. +• What are different types of Neural Networks? +• How ANN is trained? +• What are the activation functions +• How neural networks can be used to solve real-time problems. Give any real-time application where NN are used. +• What are different types of Neural Networks? +• How ANN is trained? +• What are the activation functions +• What is the best activation function that is used in most of the real-time problems? +• Which activation function can give output in the range between 0 -1. +• How do we initialize the neural networks. +• What are hyperparameters? +13/09/23, 7:32 pm - Yuvraj: +04/12/23, 5:45 pm - Yuvraj: Bridge of spies +04/12/23, 8:33 pm - Yuvraj: +04/12/23, 8:33 pm - Yuvraj: +05/12/23, 4:17 am - Yuvraj: 1. Investment Optimization Problem: +Real World Application: Portfolio Optimization + +Terminologies: +Asset Allocation: Determining the mix of assets (stocks, bonds, etc.) to maximize returns while minimizing risk. +Expected Return: The anticipated gain or loss from an investment. +Risk (Volatility): Measure of how much the returns of an investment fluctuate. +Case Study: A financial institution uses predictive analytics to optimize the allocation of assets in a client's investment portfolio. By analyzing historical market data and predicting future asset performance, the model recommends an optimal mix of investments to achieve the client's financial goals while managing risk. + +2. Transportation Problem: +Real World Application: Supply Chain Logistics + +Terminologies: +Supply Chain Optimization: Efficiently managing the movement of goods from suppliers to consumers. +Transportation Costs: Expenses associated with shipping products. +Demand Forecasting: Predicting the quantity of products needed at various locations. +Case Study: A retail company employs predictive analytics to optimize its supply chain logistics. By analyzing historical transportation data, the company predicts future shipping demands, optimizes routes, and minimizes costs, resulting in more efficient and cost-effective delivery operations. + +3. Staffing Decision Problem: +Real World Application: Workforce Management + +Terminologies: +Workforce Forecasting: Predicting the required number of employees for different time periods. +Employee Turnover: Predicting the likelihood of employees leaving the organization. +Skillset Matching: Matching employee skills with job requirements. +Case Study: A call center uses predictive analytics to optimize staffing levels. By analyzing historical call data, employee performance, and turnover rates, the company predicts peak call times, identifies skill gaps, and optimizes staffing levels to ensure optimal customer service and employee satisfaction. + +4. Blending Optimization Problem: +Real World Application: Manufacturing Processes + +Terminologies: +Recipe Optimization: Determining the optimal mix of ingredients in a manufacturing process. +Quality Control: Ensuring the final product meets quality standards. +Cost Minimization: Reducing production costs while maintaining product quality. +Case Study: A food processing company utilizes predictive analytics to optimize the blending of ingredients in its recipes. By analyzing historical data on ingredient characteristics, production costs, and quality outcomes, the company optimizes its blending processes to produce high-quality products at minimal costs. + +In each case study, predictive analytics plays a crucial role in optimizing decision-making processes, improving efficiency, and achieving business objectives. By leveraging historical data and applying advanced analytical models, organizations can make informed decisions in areas such as finance, logistics, workforce management, and manufacturing. +05/12/23, 7:03 pm - Yuvraj: +06/12/23, 10:48 am - Yuvraj: https://drive.google.com/drive/folders/15kfxdIoLAWMiOyt1TUfaKfqLSRPQe1EP?usp=sharing +06/12/23, 7:53 pm - Yuvraj: ECOC, or Error-Correcting Output Codes, is a technique used in machine learning for multi-class classification problems. Its primary goal is to improve the accuracy of classification models when dealing with datasets with multiple classes. Here's a brief explanation of how ECOC works and how it can enhance accuracy: + +Error-Correcting Output Codes (ECOC): +1. Problem Background: +In a multi-class classification problem, traditional methods might involve training a binary classifier for each pair of classes (one-versus-one or OvO) or training a single classifier for each class against the rest (one-versus-all or OvA). +2. ECOC Approach: +ECOC takes a different approach by representing each class with a unique binary code. Each bit in the code is associated with a different binary classifier. The code is designed in such a way that similar classes have similar codes. +3. Training: +For each class, a binary code is assigned. +A binary classifier is trained for each bit of the code, using the instances belonging to the corresponding class as positive examples and instances from all other classes as negative examples. +4. Decoding: +During prediction, the binary outputs from all classifiers are compared with the assigned codes for each class. +The class with the closest code is selected as the final predicted class. +5. Benefits: +Error Correction: If there is a misclassification, the binary code allows for some error correction. The predicted class is the one with the code closest to the observed output, even if some bits are incorrect. +Handling Imbalanced Classes: ECOC can handle imbalanced datasets by assigning longer codes to minority classes, giving them more bits to correct errors. +6. Increased Accuracy: +ECOC can enhance accuracy in several ways: +Robustness to Noisy Data: The error-correcting capability helps mitigate the impact of noisy or mislabeled training instances. +Handling Class Imbalance: By providing more flexibility in code length, ECOC can better handle imbalanced class distributions. +Promoting Generalization: ECOC promotes generalization by considering relationships between classes explicitly in the code design. +7. Challenges: +The effectiveness of ECOC depends on the design of the binary codes. Careful consideration is needed to ensure that similar classes have similar codes. +Example: +Consider a 3-class problem with classes A, B, and C. ECOC might represent them as follows: + +A: 000 +B: 111 +C: 100 +Each bit represents a binary classifier trained to distinguish between the corresponding class and the rest. + +Remember that the success of ECOC depends on the specific problem and dataset, and it might not always outperform other multi-class classification strategies. It's advisable to experiment with different coding schemes and evaluate performance on your specific task. +07/12/23, 7:18 pm - Yuvraj: +07/12/23, 7:18 pm - Yuvraj: +07/12/23, 8:06 pm - Yuvraj: https://drive.google.com/drive/folders/18u2A6ASVzd0PGOb1314tvsedJ_N4IKNK?usp=sharing +08/12/23, 12:15 pm - Yuvraj: @Swatita Dash Sabse pehla unit 3 mein , TCP vs UDP, TCP header and TCP connection using 3 way handshake process +08/12/23, 12:15 pm - Yuvraj: e krle pehle main main sa uske baad DNS krle ek +08/12/23, 1:30 pm - Yuvraj: +08/12/23, 1:35 pm - Yuvraj: +08/12/23, 1:42 pm - Yuvraj: In case of subnetting the broadcast id will be 1 bit before. Example : 12.0.8.0 will be having broadcast id 12.0.7.255 +08/12/23, 1:53 pm - Yuvraj: +08/12/23, 7:52 pm - Yuvraj: +08/12/23, 8:19 pm - Yuvraj: +11/12/23, 12:24 pm - Yuvraj: +12/12/23, 3:04 pm - Yuvraj: +13/12/23, 7:31 pm - Yuvraj: +16/12/23, 12:42 pm - Yuvraj: https://amcatcampus.aspiringminds.com +16/12/23, 12:45 pm - Yuvraj: +917087420676 +21/12/23, 9:23 am - Yuvraj: https://maxhalford.github.io/blog/target-encoding/ +21/12/23, 12:07 pm - Yuvraj: Excallidraw +24/12/23, 11:49 am - Yuvraj: Hey! + Thrilled to showcase my coding journey of 2023 with Coding Ninjas. + Let's check out the highlights together: + From mastering algorithms to bringing ideas to life in real-world projects, it's been an exhilarating ride! + Let's inspire each other. + #YearInCode #CodingNinjasJourney +https://students.codingninjas.com/share/image?redirect_to=https%3A%2F%2Fwww.codingninjas.com%2Fstudio%2Fhome&url=https%3A%2F%2Fcertificate.codingninjas.com%2Fcertificate%2F8a79774f3206502e%2FYearlyStats&title=My+Yearly+Stats&utm_campaign=yearly_stats&utm_medium=Desktop&description=&uuid=669ee552-07b0-4f10-90f3-3fa2c1fe39e2&utm_source=whatsapp +26/12/23, 1:55 pm - Yuvraj: +91 96341 04145 +27/12/23, 10:25 pm - Yuvraj: You deleted this message +28/12/23, 4:27 pm - Yuvraj: Dcpd grps +Harish 120 +Mera 137 +Pravesh 128 +Yuvraaj 135 +28/12/23, 6:41 pm - Yuvraj: +28/12/23, 9:00 pm - Yuvraj: Tyson1234 +29/12/23, 3:09 pm - Yuvraj: +29/12/23, 6:03 pm - Yuvraj: You deleted this message +29/12/23, 6:10 pm - Yuvraj: You deleted this message +30/12/23, 9:25 am - Yuvraj: Scrapping a website depends on the structure and response it gives you + +If the website uses API calls for data output to embed in html + +It's better to directly use those api endpoints, understand the work flow, re implement using only valid headers + +Cause not every header is necessary + +Host: target host name + +Accept: application/html, XHTML , XML , json , protobuf etc + +Which client tells website I want the data you serve to me should be as json or XML or html + +(Not every website supports this dynamic content rendering) + +In every post request you define the type of data you are sending + +The header you should be considered is + +Content-Type : application/json where your input is in json objects, document url encoded ( forms) etc where you tell the website server that you are giving this type of data + +Request methods : The type of request you are sending to website + +GET , POST , DELETE , PATCH, PUT + +These are general methods that are used (Google for better understanding) + +- Nothing is complex . Every request is important and it passes some information of present response to other request as a parameter ( it's confusion to understand this point) + +Simply http requests are stateless but website to make responsive web need to make it stateful (Google for more) + +Language : you can do scrapping from any programming language + +In python people tend to use web scraping Libraries such as scrapy but if you really wanted to understand the Website logic ( which is actually required in order to scrap ) you need to use network tab and check every request and response + +Tools I use : Burpsuite + +Language: python + +Libs : requests , json , re (regex) , bs ( beautifulsoup) +31/12/23, 10:05 am - Yuvraj: Write down +01/01/24, 7:35 pm - Yuvraj: +03/01/24, 4:49 pm - Yuvraj: +04/01/24, 8:00 am - Yuvraj: C1 512 +04/01/24, 8:01 am - Yuvraj: 11:45 to 12 +04/01/24, 9:27 am - Yuvraj: +04/01/24, 10:27 am - Yuvraj: +04/01/24, 12:01 pm - Yuvraj: +11/01/24, 12:13 pm - Yuvraj: 7341132048 +13/01/24, 10:21 am - Yuvraj: +13/01/24, 12:11 pm - Yuvraj: Amazon rl car +13/01/24, 6:34 pm - Yuvraj: +13/01/24, 6:35 pm - Yuvraj: +13/01/24, 6:41 pm - Yuvraj: Good evening mam, Myself Yuvraj Singh from AIML 7 and UID 21BCS6343. + +I just wanted to ask that mam we have chosen our minor project under your supervision and regarding the same we as team of 4 have already done our pole on CUIMS. So mam here are our team members UIDS + +YUVRAJ SINGH (21BCS6343) +PRAVESH SHARMA (21BCS6301) +TANISH (21BCS6321) +HARISH CHANDY SATI (21BCS6321) +13/01/24, 6:42 pm - Yuvraj: Good evening mam, Myself Yuvraj Singh from AIML 7 and UID 21BCS6343. + +I just wanted to ask that mam we have chosen our minor project under your supervision and regarding the same we as team of 4 have already done our pole on CUIMS. So mam here are our team members UIDS + +YUVRAJ SINGH (21BCS6343) +PRAVESH SHARMA (21BCS6301) +TANISH (21BCS6321) +HARISH CHANDY SATI (21BCS6293) +13/01/24, 6:45 pm - Yuvraj: Good evening mam, Myself Yuvraj Singh from AIML 7 and UID 21BCS6343. + +I just wanted to ask that mam we have chosen our minor project under your supervision and regarding the same we as team of 4 have already done our pole on CUIMS. So mam here are our team members UIDS + +Project Title : + + +YUVRAJ SINGH (21BCS6343) +PRAVESH SHARMA (21BCS6301) +TANISH (21BCS6321) +HARISH CHANDY SATI (21BCS6293) + +So mam could you please consider us as 4 to be part of this project as we are really interested in it. +13/01/24, 6:46 pm - Yuvraj: Good evening mam, Myself Yuvraj Singh from AIML 7 and UID 21BCS6343. + +I just wanted to ask that mam we have chosen our minor project under your supervision and regarding the same we as team of 4 have already done our pole on CUIMS. So mam here are our team members UIDS + +Project Title : Word embedding is the vector representation of the word which is capable in capturing word context, syntactic and semantic similarity, word analogies and its relationship with other words. + +YUVRAJ SINGH (21BCS6343) +PRAVESH SHARMA (21BCS6301) +TANISH (21BCS6321) +HARISH CHANDY SATI (21BCS6293) + +So mam could you please consider us as 4 to be part of this project as we are really interested in it. +16/01/24, 12:23 pm - Yuvraj: +16/01/24, 8:45 pm - Yuvraj: Confirmed ho gya hai, kal chutti nhi hai ,😐 + +Sandhu Saab ne pagg nhi banni, instead pagg vich sir fassayea hai. Sandhu saab disappointed ☹️ +17/01/24, 7:03 pm - Yuvraj: You deleted this message +18/01/24, 8:44 pm - Yuvraj: +18/01/24, 8:44 pm - Yuvraj: +18/01/24, 8:53 pm - Yuvraj: +18/01/24, 8:56 pm - Yuvraj: You deleted this message +19/01/24, 6:56 pm - Yuvraj: You deleted this message +20/01/24, 6:46 am - Yuvraj: +21/01/24, 5:45 pm - Yuvraj: In the landscape of digital content moderation, developing a script to filter out the copyrighted content including cartoons, logos and other trademarked intellectual property is paramount for ensuring compliance and respecting intellectual property rights. This script would deploy image recognition algorithms to systematically identify and flag content featuring copyrighted elements. The objective is to create an automated and accurate filtering mechanisms that aids in content creation and preventing the unauthorized use or distribution of protected material. +22/01/24, 9:15 pm - Yuvraj: +23/01/24, 3:02 pm - Yuvraj: https://x.com/serious_mehta/status/1749717021745414371?t=vwyt7hY6RpLPdT1egMYCXA&s=08 +23/01/24, 4:08 pm - Yuvraj: You deleted this message +23/01/24, 4:08 pm - Yuvraj: You deleted this message +23/01/24, 4:10 pm - Yuvraj: You deleted this message +24/01/24, 6:36 am - Yuvraj: https://github.com/Anil-matcha/Top-GPTs + +I have built a collection of all top GPTs available in GPT Store which you can use without needing a Plus subscription. This is made possible by converting a GPT into an Assistant using Assistants api. 181 top GPTs are extracted from GPT Store and assistants are created for them +24/01/24, 9:26 am - Yuvraj: https://x.com/Vivekpanchaal/status/1749709950937645470?t=vvStlOzwCCNVtYSMNX_ctg&s=08 +24/01/24, 10:17 am - Yuvraj: +24/01/24, 11:02 am - Yuvraj: +24/01/24, 12:34 pm - Yuvraj: 6386 +24/01/24, 2:08 pm - Yuvraj: +24/01/24, 2:13 pm - Yuvraj: +25/01/24, 8:11 am - Yuvraj: https://youtu.be/OqtmaXPo7QI?si=aC_lBdWkMyx9I_hN +25/01/24, 1:22 pm - Yuvraj: Poly gom +27/01/24, 6:55 am - Yuvraj: +27/01/24, 6:55 am - Yuvraj: +27/01/24, 5:40 pm - Yuvraj: https://x.com/gregisenberg/status/1750931323995238519?t=javwDQLKvD0QcAZyYpJsrw&s=08 +31/01/24, 11:58 am - Yuvraj: https://chat.openai.com/share/f04ca5d9-e41c-4e3e-bd9d-368857dc34f1 +31/01/24, 7:14 pm - Yuvraj: Good evening mam, myself Yuvraj Singh (AIML-7 B) +31/01/24, 8:35 pm - Yuvraj: You deleted this message +01/02/24, 9:57 am - Yuvraj: https://www.youtube.com/watch?v=HT4LGAweQ_c +02/02/24, 8:10 am - You pinned a message +03/02/24, 4:48 am - Yuvraj: And class next week i will take your surprise test and topics are: +Agents +Heuristic search , best firsh search, A* and AO* algorithm, and hill climbing +03/02/24, 6:28 am - Yuvraj: # Define the function to process a single element of the dataset +def process_dataset_element(element): + + processed_text = tf.py_function(func=process_text, inp=[element], Tout=tf.string) + return processed_text + +# Assuming you have a train_ds dataset +# cleaned_train_ds = train_ds.map(process_dataset_element) +03/02/24, 10:51 am - Yuvraj: https://www.patek.com/en/collection/twenty4 +03/02/24, 12:13 pm - Yuvraj: 6378 +03/02/24, 2:36 pm - Yuvraj: Set A (odd uid) + +Ques1 Explain AO* Search with Example + +Ques2 Explain the algorithm of Hill Climbing + +Ques 3 What is the difference between informed search and uninformed Search. + +Set B (even uid) + +Ques) Explain A* Search with Example. + +Ques 2 What are Agents and also its types? + +Ques 3 What are the advantages and dis advantages of AI and its Applications also +03/02/24, 2:36 pm - Yuvraj: *last submission date is 9 feb for assignment* +03/02/24, 6:15 pm - Yuvraj: ਸ਼ਬਦੋ ਕੀ ਤਾਕਤ ਮਾਣੇਂ ਯਾਂ ਖੁਸ਼ਕੁਲਕੀ ਹੈ ਸ਼ਾਇਰ ਕੀ, +ਬੜੀ ਗਨਿਮਿਤ ਹੈ ਕੀ ਹਰ ਏਕ ਦਿਲ ਇਸ ਬਾਤ ਸੇ ਰਾਜ਼ੀ ਹੈ, +ਨਾ ਉਸਨੇ ਕੋਈ ਜੰਗ ਲੜੀ ਹੈ ਨਾ ਹੀ ਵੋ ਕੋਈ ਗਾਜ਼ੀ ਹੈ, ਸੁਖ਼ਨ ਪਰਵਰੀ ਸੇ ਉਸਨੇ ਅਭੀ ਤੱਕ ਜਿੱਤੀ ਹਰ ਬਾਜ਼ੀ ਹੈ।। +03/02/24, 6:22 pm - Yuvraj: You deleted this message +03/02/24, 6:24 pm - Yuvraj: You deleted this message +03/02/24, 6:26 pm - Yuvraj: You deleted this message +03/02/24, 7:21 pm - Yuvraj: +04/02/24, 8:04 pm - Yuvraj: Tanish ik vaar dekhlo, eh synopsis and je koi vi issue lagda hai then dassna baaki, mai bass thodi der takk raat takk PPT vi bna ke send krdaunga.👍🏻🙏🏻 +04/02/24, 10:21 pm - Yuvraj: +05/02/24, 10:35 pm - Yuvraj: +06/02/24, 8:12 am - Yuvraj: https://www.linkedin.com/in/yuvraj-singh-a4430a215?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app +06/02/24, 8:15 am - Yuvraj: https://github.com/yuvraaj2002 +06/02/24, 8:55 am - Yuvraj: Nlp 12feb 12.30 +06/02/24, 8:55 am - Yuvraj: AI 12 feb 3:00 +06/02/24, 8:55 am - Yuvraj: Toc 13 feb 12:30 +06/02/24, 8:55 am - Yuvraj: Ewdm 14 feb 12:30 +06/02/24, 8:55 am - Yuvraj: Apt 14 feb 3:00 +06/02/24, 8:55 am - Yuvraj: Nos 15 feb 10:00 +06/02/24, 3:23 pm - Yuvraj: +06/02/24, 3:26 pm - Yuvraj: Understand problem statement thoroughly & it's final desired use-cases. +Explore existing open solutions for document detection (image could be scene with photo ID) +Curate a dataset that involves collecting different images with personal documents. +Write custom script to classify, detect & mask IDs within a scene. +Test it for high scale and maintain accuracy. +06/02/24, 4:34 pm - Yuvraj: Synopsis +06/02/24, 6:35 pm - Yuvraj: Important topics for surprise test are A* and AO*, goal of AI, advantages and disadvantages of AI, problem formulation steps, application of AI, agents and its types, bfs, dfs, and assignment questions +06/02/24, 8:03 pm - Yuvraj: +07/02/24, 3:30 pm - Yuvraj: You deleted this message +07/02/24, 6:46 pm - Yuvraj: +07/02/24, 8:00 pm - Yuvraj: +07/02/24, 8:01 pm - Yuvraj: +07/02/24, 9:18 pm - Yuvraj: +08/02/24, 7:56 am - Yuvraj: +08/02/24, 1:08 pm - Yuvraj: Sir ji next 2 lectures of AI lab mein proxy lgva dena +08/02/24, 1:09 pm - Yuvraj: DL nhi lgayi thi Maine as audi ka hisaab tha +08/02/24, 2:08 pm - Yuvraj: https://drive.google.com/drive/folders/1sjKKAFf6e23s81cqoqPQP33wegashEs0?usp=sharing +08/02/24, 8:33 pm - Yuvraj: +08/02/24, 8:34 pm - Yuvraj: umm project ikk taan ohi h ML human activity wala and ek java based h +08/02/24, 9:44 pm - Yuvraj: +09/02/24, 9:43 am - Yuvraj: +09/02/24, 11:13 am - Yuvraj: HMM prakhar +09/02/24, 12:54 pm - Yuvraj: I have *built a website* where you can *get all the resources like links and notes* which were provided in DSMP course sessions. + +🔖And this the first release of that website: https://github.com/arv-anshul/campusx-dsmp/releases/tag/v0.1.0 +🌐 The website: https://arv-anshul.github.io/campusx-dsmp/ +09/02/24, 6:03 pm - Yuvraj: https://takeuforward.org/interviews/strivers-sde-sheet-top-coding-interview-problems/ +09/02/24, 6:58 pm - Yuvraj: +09/02/24, 8:06 pm - Yuvraj: +11/02/24, 8:07 am - Yuvraj: Hi, How about *26 weeks of data science?* to learn and build machine learning to eventually complete a NLP Project? Learn & Share, Thanks 🙏 + +https://github.com/cs145442/26-Weeks-Of-Data-Science +11/02/24, 8:59 am - Yuvraj: https://mega.nz/folder/S8oyHKZT#IHalxOr6aCiMB0UlswBS9Q/folder/2hYl3a5J +11/02/24, 9:43 am - Yuvraj: +11/02/24, 10:03 am - Yuvraj: +11/02/24, 4:27 pm - Yuvraj: Questions +1. What is Artificial Intelligence +2. What are the different types of agents? +3. Define rational agent? +4. List down the characteristics of intelligent agent. +5. What is PEAS? +6. What are the tasks of Artificial Intelligence? +7. What things we should do to built a system? +8. What things we should do to built a system? +9. What are the advantages of Breadth First Search? +10. What are the advantages of Depth First Search +11. What is Heuristic Search? +12. What is Heuristic Function? +13. Write Generate and Test algorithm +14. What is the difference between Simple Hill Generate and Test algorithm Climbing +15. What is Local Maxima? +16. What is a plateau? +17. What is a Ridge? [ +18. What is Simulated Annealing? +19. W hat do you mean by Constraint Satisfaction? +20. Differentiate simple hill Climbing and Steepest Hill climbing. +21. Differentiate Simple hill climbing and Simulated annealing. +22. Differentiate uniformed and informed search? +23. What are the ways to formulate the problem? +24. Give the structure of an agent in an environment +25. L ist the criteria to measure the performance of search strategies. +26. What is Poblem graph (AND or graph)? +27. List some of the uninformed search techniques +28. List the properties of environments. +12/02/24, 10:44 am - Yuvraj: +12/02/24, 6:27 pm - Yuvraj: TCP vs UDP +12/02/24, 6:27 pm - Yuvraj: OSI vs TCP-IP +12/02/24, 6:27 pm - Yuvraj: Routing protocols +12/02/24, 6:27 pm - Yuvraj: Dynamic vs static routing +12/02/24, 6:27 pm - Yuvraj: Dynamic routing advantages and disadvantages +12/02/24, 6:27 pm - Yuvraj: Default routing configuration +12/02/24, 6:27 pm - Yuvraj: Explain OSI model, along with it's layers +12/02/24, 6:27 pm - Yuvraj: Define addressing, along with types +12/02/24, 6:27 pm - Yuvraj: Relationship of layers and addresses in TCP-IP +12/02/24, 6:27 pm - Yuvraj: Explain TCP header fields, establishing a TCP connection +12/02/24, 6:27 pm - Yuvraj: RPC +12/02/24, 7:14 pm - Yuvraj: +12/02/24, 7:17 pm - Yuvraj: +12/02/24, 7:21 pm - Yuvraj: +12/02/24, 7:21 pm - Yuvraj: Contex free grammar +Chomsky normal form +Push down automata +Enumerable +13/02/24, 5:07 pm - Yuvraj: https://github.com/ashishps1 +14/02/24, 7:57 am - Yuvraj: EW : https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fQjhiYjcwN0U3aDkyZUZGNmclMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMlhaM3dkd055JTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +14/02/24, 7:57 am - Yuvraj: APT : https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fbVAzQmhhaEVJMjA5aDg4Y0UlMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMmtOZ1cyQTlFJTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +14/02/24, 1:00 pm - Yuvraj: 406-1241633-5631531 +14/02/24, 5:48 pm - Yuvraj: 1ef1bb41ef4f55e0713ca40d8a0fda0fbde04468 +15/02/24, 5:04 am - Yuvraj: Introduction of Computer Networks: Reference Model: OSI Reference Model, TCP/IP +reference model, Core protocols of TCP/IP, IP routing, IP routers, Routing Tables. + +Introduction to DNS: DNS Architecture, Understanding the DNS Domain Namespace, DNS +domain name hierarchy, DNS and Internet domains, DNS delegation + +Introduction to DHCP: Introduction to DHCP, DHCP Architecture, Benefits to DHCP, +DHCP Terminologies and DHCP Server Responsibility. + +Introduction to RPC: Introduction to RPC, RPC Dependencies and Interaction, RPC +Architecture, RPC Component and RPC Processes and Interaction. + +Introduction to Microsoft Network Monitoring Tool: Introduction to netmon tool, +Installation and configuration of Netmon. +15/02/24, 2:50 pm - Yuvraj: You deleted this message +15/02/24, 7:19 pm - Yuvraj: Acha sun dekh araam nal, mera phone thoda issue de reha hai like touch vise so mai apna phone might be kal de devaan theek krvaun vaaste and so automatically you can infer I will not be in contact with anyone for the next 2-3 days after giving my phone so mai hune kuch cheezaan dass reha + +1. Pravesh nal meri poore 10 min gal hoyi si oh haraamzaada poora theek hai Eve kal kite thoda off hona assi kinne time "OHI gallan" te haasde rhe. Pravesh ✅ + +2. Harish maharaj aaj keh reha si ki shaam takk nikal jeeyaga trip te and Tue aayega shayad so he is also poora set. Harish ✅ + +3. Mai dekh hun aaunga sidha Friday nu as jive tenu vi pta hai ki dengue wale bande nu har saal ho janda hai dengue so papa nu fer ton hoeya peya hai and dupeher da mai nal hi haan shop te and next week vi around 3-4 din nall kadne painge as thoda info hai medicine so I can help him. And tenu tera gift jashanpreet Singh longia through mil jaayega on Wednesday. So suk koi tension na lyi Eve kise di vi saare assi ik dum theek haan. And hun next 3-4 din vaaste jo vi message krne hoye tu kr dyi and mai jado phone vaapis aa jau dekh launga 👍🏻🙏😃 +15/02/24, 7:21 pm - Yuvraj: Acha sun dekh araam nal, mera phone thoda issue de reha hai like touch vise so mai apna phone might be kal de devaan theek krvaun vaaste and so automatically you can infer I will not be in contact with anyone for the next 2-3 days after giving my phone so mai hune kuch cheezaan dass reha + +1. Pravesh nal meri poore 10 min gal hoyi si oh haraamzaada poora theek hai Eve kal kite thoda off hona assi kinne time "OHI gallan" te haasde rhe. Pravesh ✅ + +2. Harish maharaj aaj keh reha si ki shaam takk nikal jeeyaga trip te and Tue aayega shayad so he is also poora set. Harish ✅ + +3. Mai dekh hun aaunga sidha Friday nu as jive tenu vi pta hai ki dengue wale bande nu har saal ho janda hai dengue so papa nu fer ton hoeya peya hai and dupeher da mai nal hi haan shop te and next week vi around 3-4 din nall kadne painge as thoda info hai medicine so I can help him and apna vi kamm othe baith ke hi krunga. And tenu tera gift jashanpreet Singh longia through mil jaayega on Wednesday. So sunn koi tension na lyi Eve kise di vi saare assi ik dum theek haan. And hun next 3-4 din vaaste jo vi message krne hoye tu kr dyi and mai jado phone vaapis aa jau dekh launga and net mera on ho skda hai but might be seen na kr pavaan as shop de kol uncle ne ohna kol ho hoeya phone as screen da issue hai so time lagg skda hai as transportation vi thapp hai.👍🏻🙏😃 +16/02/24, 9:34 am - Yuvraj: Alopecia areata +Alopecia alopecia +Folliculitis +Pediculosis +Tinea capitis +Tinea corporis +16/02/24, 10:42 am - Yuvraj: +16/02/24, 10:44 am - Yuvraj: +16/02/24, 10:45 am - Yuvraj: +16/02/24, 12:39 pm - Yuvraj: Folders removed : Telogen effluvium,Alopecia areata,Androgenic alopecia,Pediculosis and Tinea capitis +16/02/24, 12:39 pm - Yuvraj: Total : 34 - 5 = 29 for training +16/02/24, 1:28 pm - Yuvraj: +16/02/24, 1:28 pm - Yuvraj: +16/02/24, 1:28 pm - Yuvraj: +16/02/24, 5:54 pm - Yuvraj: +16/02/24, 6:00 pm - Yuvraj: Here are all the final things related to this model training. The zip folder contains images of training batch, validation batch, results.csv file,confusion matrix. The model at most attained the overall accuracy of 75% and top5 accuracy to be 90%. That's the most most optimal the model could do right now. I tried by training for 100 epochs ( Recommended by ultralytics) and after 52-53 epochs the accuray remained same but didt't lead to any 1% overfitting. +16/02/24, 6:01 pm - Yuvraj: +16/02/24, 6:02 pm - Yuvraj: I don't think that from here I or anyone would further be able to increase its accuracy any further because in the past all the models were attaining high accuracy but the overfitting was happening and in this even though the accuracy still came out to be medium but there is no chances of overfitting. That's what I can do from my end, I tried my best +16/02/24, 6:05 pm - Yuvraj: +16/02/24, 6:05 pm - Yuvraj: +16/02/24, 6:06 pm - Yuvraj: +17/02/24, 7:38 am - Yuvraj: https://youtube.com/shorts/lHZ54TBXbiI?si=S-eLRwqyWWs4fYSk +17/02/24, 1:42 pm - Yuvraj: Folders removed : Telogen effluvium,Alopecia areata,Androgenic alopecia,Pediculosis and Tinea capitis + + Total : 34 - 5 = 29 for training +17/02/24, 2:40 pm - Yuvraj: https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fWm80QkgwODA3aTI0SEE0NzclMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMndNaGpwU25NJTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 3:00 pm - Yuvraj: +17/02/24, 6:07 pm - Yuvraj: +17/02/24, 6:07 pm - Yuvraj: +17/02/24, 6:11 pm - Yuvraj: And thing to be notified is that the 23 class training got interrupted because we have used all the computation units provided. Basically in 100 computation units 4 times full fledge models got trained) so resources exhausted. And honestly I from my experience with this dataset I would say that now its your call only whether you want to go for 23 classes training or not because still based on the imbalance in the dataset class distribution we will not be able to hit very very good results. +17/02/24, 6:21 pm - Yuvraj: +17/02/24, 7:01 pm - Yuvraj: You deleted this message +17/02/24, 9:01 pm - Yuvraj: https://github.ecodesamsung.com/pages/Service/guide/page/en/user_process/2_otp_config +18/02/24, 9:07 am - Yuvraj: +18/02/24, 10:03 am - Yuvraj: Basal cell carcinoma +18/02/24, 10:10 am - Yuvraj: Both atypical nevi (also known as dysplastic nevi) and melanocytic nevi are types of moles formed by an accumulation of melanocytes, the pigment-producing cells in your skin Melanocytic nevi are much less serious than atypical nevi due to their significantly lower risk of becoming cancerous +18/02/24, 10:10 am - Yuvraj: +18/02/24, 10:10 am - Yuvraj: Atypical +18/02/24, 10:11 am - Yuvraj: +18/02/24, 10:11 am - Yuvraj: +18/02/24, 12:29 pm - Yuvraj: +18/02/24, 4:49 pm - Yuvraj: +19/02/24, 6:57 pm - Yuvraj: IIT Kota and +19/02/24, 9:52 pm - Yuvraj: +19/02/24, 10:11 pm - Yuvraj: YuvRaj@2002 +19/02/24, 10:11 pm - Yuvraj: 12114882 +20/02/24, 10:56 am - Yuvraj: Consider categories such as number plate, credit card, debit card, documents such as aadhar card, voters id, passport, pan card +20/02/24, 4:10 pm - Yuvraj: Yuvraaaj tenu nhi pta tera eh gesture kinna heart touching si mere lyi literally meri akkhan ch paani eh Yuvraaj +Shukr h os parmatama da Yuvraj jinne tere vrga inna acha bnda mera dost bnaaya Yuvraj +At this moment mai nyi krdi express k kya kujh mai feel kr rahi h Yuvraj +Bt at the moment i am the happiest girl in this world +Maan h menu tere ateh teri soch te +21/02/24, 1:38 pm - Yuvraj: https://seeing-theory.brown.edu/ +21/02/24, 1:49 pm - Yuvraj: +21/02/24, 9:36 pm - Yuvraj: Dear Students, + +As you are aware, the Placement Session for Batch 2025 has been started. Kindly prepare your resume as per CU format. Format is attached with this mail you are requested kindly prepare the resume and share the resume link in the below given link. + +Link to share Resume, Portfolio Link and Telegram Username: https://forms.gle/AA4A8XG16ZkBhPcT8 + +Deadline to share the information: 23rd Feb 2024 +22/02/24, 10:05 am - Yuvraj: +22/02/24, 7:37 pm - Yuvraj: https://drive.google.com/file/d/1xzQWoFf4iamE9nBUnGDnSrk3e1_ibCD3/view?usp=sharing +23/02/24, 11:28 am - Yuvraj: +24/02/24, 9:25 am - Yuvraj: Don’t know Yuvraj menu nn kl daa hi tenu dekk dekke nn ek alg hi ghbraahat ho rhi si ajj v bdha ajeeb lg reha si pta nyi keeeyo +Ohi kujh gllaa dmaag ch aa rhiya sn accident and all but meto kehan nhi hoyea +Chl chhdhh tu hun tou aapna dhyaan rkna h +24/02/24, 1:52 pm - Yuvraj: 👑 +24/02/24, 3:14 pm - Yuvraj: You deleted this message +25/02/24, 7:01 pm - Yuvraj: +25/02/24, 8:14 pm - Yuvraj: https://drive.google.com/drive/folders/1MkXGcUjfcMlnZbjOcTL7IxNIRGxlffYP?usp=sharing +25/02/24, 8:20 pm - Yuvraj: +25/02/24, 8:20 pm - Yuvraj: +25/02/24, 8:20 pm - Yuvraj: +25/02/24, 8:20 pm - Yuvraj: +26/02/24, 8:42 am - Yuvraj: +26/02/24, 6:36 pm - Yuvraj: Tanishh yaar tenu nhi pta mai kinna miss kita eh 1-2 din yaarr, mai tenu dassda ki gal hoi poori. Saturday raat nu mumma papa ne plan kita si ki sunday swere early morning pehla nanke jaaunge car de wishes and blessing lain vaaste as saade ghar vich grandparents nhi haige so papa ne keha othe jaunge and Khanna hai oh jagah. Fer Otho siddha golden temple jaunge. Mera bahut mann si but papa ne keha othe walk houga kaafi and safar kithe krunga enna so nhi jaa paaya and mai swere early morning car haje since first time laike jaani si dikhaan vaaste so mai music system eh saara theek kr reha si apna ohi 4:30- 5:00 vje and krde krde mainu yaad hi nhi reha mera phone reh geya car de left door side container vich and gharde de chale gye and us ton baad jado 8 vje yaad aya then I had literally nothing mainu jo purane number yaad si oh nhi lag rhe si kyuku papa ne sim change krva leya si and mumma da yaad nhi si number. So uston baad Khanna jaake hun jive mainu pta laggeya hai ki nana, nani and mamma ji oh vi tyaar ho gye golden temple vaaste so othe ohna ne bus krva lyi and car othe hi chadd diti Khanna ghar and hun aaj around dupher aaye si vaapis and hun jaake mileya phone as car dukaan kol khadi si and Otho laike aaya. Mainu taan aap aukha hoeya kaafi 2 din pain vich, na koi point of contact na and na khuch bnaun da mann krda si. But koi na nikal geya time. Mai hun dekhe pta nhi kinne lokaan de messages and call aaye hoye, but sachi yaar tanishh mai miss kita sachi tenu vi mere kol chaah ke vi koi contact nhi si and eve hi phone peya si silent te car vich 2 din da. 🙏🏻🙏🏻🙏🏻🙏🏻 and eve na sochi ki mai tera kde phone nhi chikunga ya ignore krunga, mai taan tenu apni family ton vi pehla gall dassda hunda, bass is vaar mai kuch kr hi nhi skda si apne valon so sorry for such long inconvenience. +26/02/24, 7:05 pm - Yuvraj: +26/02/24, 7:24 pm - Yuvraj: +26/02/24, 7:25 pm - Yuvraj: +26/02/24, 8:59 pm - Yuvraj: https://explorer.globe.engineer/ +26/02/24, 9:41 pm - Yuvraj: Hmm mai paati si mail usnu pehla hi vaise kal raat might be dekh lyi hove, hun aape kr daugi and kirt nal pehla hi kaafi Kam kr ditta hai project vich hun krlena chahida hai ehna nu vi, mai kr lena si kal but pta nhi Mera Mann nhi 2-3 din da mood jeha set nhi enna. Koi na baaki kal dekhda je Mann kitaa then khatam kr daunga ehvi +27/02/24, 5:00 pm - Yuvraj: satiharish777@gmail.com +27/02/24, 6:20 pm - Yuvraj: https://drive.google.com/drive/folders/1znYdeGulIb7TOSOAL8s24ZxujndF10FC?usp=drive_link +27/02/24, 6:35 pm - Yuvraj: +28/02/24, 8:47 pm - Yuvraj: Tanish yaar pta nhi bahut choti jehi cheez pinch kri ja rhi hai, I know vaddi nhi hai enni gal but maybe pichle 2-3 din ton ghare ikala si taan eh choti jehi gal vi enni vaddi lg rhi hai. Actually pta nhi vaise Eve hunda nhi but aaj na NOS de period vich mainu na pta nhi kyu Eve laggeya ki apaan na khaan peen chalde haan as pichle 2-3 din bilkul hi ikale si pain and suffering vich without any external communication so mai socheya si ki jashan de nal washroom jaake fer khunga tuhanu teenan nu class vich ki chalo kite chalde haan, but mainu pta laggeya ki tusi pehla hi nikal gye and I don't know why mainu us time thoda left out jeha feel hoeya ki pucheya vi nhi ik vaar ki jive koi Yuvraj naam da Banda hi nhi hunda. Hun dekh I know eh choti jehi gal tenu might be tuhanu saareyaan nu yaad vi na hove but since mai tere nal hi gal share krda so vaise taan share kr rhea baaki I know it's my fault ki mai thoda zyada hi soch leya due to past 2-3 days and sun hun koi safayi na dyi kyuki I also know eh taan koi gal vi nhi kuch sochna Vali but just to clear out things mai likh reha. 🙏🙏 +28/02/24, 8:47 pm - Yuvraj: Chal mai dinner krke aaya and sorry je tenu kuch weird laggeya, I know eh meri hi galti hai to think such silly things +29/02/24, 10:22 am - Yuvraj: +29/02/24, 11:33 am - Yuvraj: +29/02/24, 11:33 am - Yuvraj: +29/02/24, 11:34 am - Yuvraj: +29/02/24, 8:43 pm - Yuvraj: +29/02/24, 8:45 pm - Yuvraj: +02/03/24, 7:34 pm - Yuvraj: Tanish ji bass bahut choti jehi request si ik kya tere kol mere CUIMS wale login password da image haiga jo mai tenu bhejeya si kal might be shaami as +kal na oh jado tu NLP di photos bheji si so mai likhan hi laggeya si ki kal oh aunty vale case krke police aayi si ghare laike jaan nu mainu +for initial integoration as mai along with other 2 members were first eye witness and thane vich ohna ne last 24 hours chats check kite si and us process +vich mere whatsapp 24 hours wala cache ohna ne store krke remove krta si and oh interogation vich time lagg geya si ohi 1-1:30 vajj gye si raati +taan hi neend nhi poori hoi si and eyes aaj thodi laal si, so tu haje nhi baad vich araam nal mainu je tere kol oh image hoi bhej dyi as oh password easy si kaafi. Bass ehni jehi request si I know haje ghare aayi hai tu and rest krni hoyegi so sorry in advance 🙏🏻 +02/03/24, 7:38 pm - Yuvraj: +03/03/24, 5:14 am - Yuvraj: Use this: +https://freedium.cfd/ +03/03/24, 11:56 am - Yuvraj: +03/03/24, 11:56 am - Yuvraj: +03/03/24, 11:56 am - Yuvraj: +03/03/24, 11:57 am - Yuvraj: +03/03/24, 3:36 pm - Yuvraj: I will say do not buy based on gpu + +Go for good keyboard,longer battery life and good display easy to carry + +In 2024 laptops for deep learning is not that significant you will do most of stuff in cloud ,better to save money and try to buy cloud services bravedev ,jarvis lab on spot +03/03/24, 5:09 pm - Yuvraj: *Formal Presentation: SWOT to SSO (General Instructions)* + +Prepare a PPT presentation of 2-3 slides of a SWOT (Strength, Weakness, Opportunities and Threats) Analysis of an imaginary business/startup of their liking. They also need to be prepared with the necessary steps to tackle the weaknesses of their business and plan of action to tackle the threats. +03/03/24, 5:09 pm - Yuvraj: Group B upload the PPT in the drive link by Tuesday(05.03.24) +https://drive.google.com/drive/folders/1FR9j13CVh0dQENAQkiQHYdf8jXT4u-dE?usp=sharing +03/03/24, 5:09 pm - Yuvraj: Complete Soft skill quiz 1&2 by 7 march'24 +04/03/24, 2:54 pm - Yuvraj: To get experience in solving real world problems, Check site https://www.omdena.com/projects +05/03/24, 8:14 am - Yuvraj: +05/03/24, 3:00 pm - Yuvraj: [05/03, 2:35 pm] Ai Project: See the project is not yet confirmed. I have to convince the client that I can do it. + + +So based on your evaluation. You can create a short proposal for me. I'll then pitch to client +[05/03, 2:36 pm] Ai Project: Very short proposal- just mentioning that you are interested. What is your past experience that aligns with this project. And also showcase what u underestood about the project uptill now. +05/03/24, 5:20 pm - Yuvraj: +05/03/24, 5:20 pm - Yuvraj: +05/03/24, 5:35 pm - Yuvraj: Haan haan dekh tension wali koi gal nhi hai as dekh mai tenu aaj jo dasseya hai oh complete story nhi as jis contact de through mainu aah cheez pta laggi hai jo que usne pucheya si je mai hunda mai vi aahi puchna si and that is "PERSON" don't you think eh tera apna perception hai tu apne group vich hor nal gal kiti and then that "PERSON" said haan maine use bhi ek baar baat ki thi vo bhi keh rha tha ki Yuvraj ko ese kai baar rakhna padta hai. And I don't know but sometimes things fits perfectly to give the indication as last time tuhade jaan ton Shimla tour te jaan ton baad I thought koi na might be eve hi hou geya miss tuhde ton puchna koi na no issues but again last time NOS wale lecture vich oh same incident repeat hon te fer ohi same pain point fer ton touch ho gyea si and that moment I thought ki koi na that's one last time let's give the last chance again and jado fer ton now I have got these things I am 100% convinced and accpeted this that I am not that good fit and sachi I am literally completely fine. I am very very very happy in my own company as instead mai faaltu chepp hoi javaan and friction introduce kr group vich instead I am happy in my own company and main thing is you. Pravesh and harish are literally perfect for you oh tenu hasaande, tere nal ghumde ne khaande peened ne so what's else is needed in this complete group. Main gal teri care di hai as being friends we all have this little responsibility to take care of you and if both pravesh and harish are agreeing that they can do this better in this group then Everything is complete, as for the remaining college time eh dono ne fer us ton baad tere parents ne and then tera life partner will be there. So don't think kuch vi break ho reha hai and sachi tanish eve na sochi ki mai koi door jaa reha ya kuch eve nhi but I have now created a very clear boundary in mind which will never fade. Don't worry about anything and promise kr ki tu CU fest te jaungi, kapde tere kol haige ne eve jhooth na bol.. +05/03/24, 6:05 pm - Yuvraj: Dekh mainu pta hai hun tere dimaag vich kya chali jaana so eh bojh vi tera halka kr dinda. In short mere connection ne koi gal kiti si Harish nal and then Harish said something something and when that person asked kya pravesh ko bhi ese lagta hai then Harish said haan pravesh ko bhi lagta hai Maine usse baat ki thi ek baar. Bass that's it chapter closed 🔒 +05/03/24, 7:27 pm - Yuvraj: +05/03/24, 7:27 pm - Yuvraj: +05/03/24, 8:13 pm - Yuvraj: Connect jashan +06/03/24, 7:34 am - Yuvraj: +06/03/24, 7:34 am - Yuvraj: +06/03/24, 8:44 am - Yuvraj: https://www.linkedin.com/in/aashish-kalra-b098621bb/ +06/03/24, 8:44 am - Yuvraj: This person was placed in playsimple last year at 15 LPA +06/03/24, 8:45 am - Yuvraj: Pravesh and Harish can talk and get guidance from them on what to focus on. Mai pehla vi keha si ehna nu but eve kehnde si dekh lainde haan but tu baad vich send krdena ehna nu help ho jaandi hai CU senior di +06/03/24, 9:19 am - Yuvraj: +06/03/24, 6:48 pm - Yuvraj: +06/03/24, 6:48 pm - Yuvraj: +06/03/24, 9:11 pm - Yuvraj: All types of joins, nested queries (correlated n non-correlated), group by for aggregation...... +06/03/24, 10:03 pm - Yuvraj: +07/03/24, 11:28 am - Yuvraj: https://my-portfolio-47-dev.vercel.app +07/03/24, 2:34 pm - Yuvraj: +07/03/24, 2:34 pm - Yuvraj: +07/03/24, 7:12 pm - Yuvraj: *ESWD* +Surprise test 1- last date 15 March'24 +Surprise test 2- last date 15 March'24 +Surprise test 3- last date 14 March'24 +Quiz- last date 20 march'24 +07/03/24, 7:13 pm - Yuvraj: +07/03/24, 9:21 pm - Yuvraj: Tyson123456 +07/03/24, 9:21 pm - Yuvraj: tanishkaur03@gmail.com +08/03/24, 11:10 am - Yuvraj: +08/03/24, 3:07 pm - Yuvraj: +08/03/24, 3:07 pm - Yuvraj: Mai Tera course bi bhejda pakka haje bass apni Most difficult project di final testing chal rhi hai 👀👽 +08/03/24, 3:09 pm - Yuvraj: +08/03/24, 3:17 pm - Yuvraj: http://16.171.20.104:8501/ +08/03/24, 3:27 pm - Yuvraj: +08/03/24, 6:53 pm - Yuvraj: https://www.coursera.org/professional-certificates/microsoft-power-bi-data-analyst +09/03/24, 3:43 pm - Yuvraj: +09/03/24, 3:43 pm - Yuvraj: +09/03/24, 3:43 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 3:44 pm - Yuvraj: +09/03/24, 6:33 pm - Yuvraj: +10/03/24, 3:40 pm - Yuvraj: AIzaSyBmdKcpl5PTuVBVsHsOdAlotEOOAInFxoU +10/03/24, 4:18 pm - Yuvraj: +10/03/24, 4:22 pm - Yuvraj: +11/03/24, 12:54 pm - Yuvraj: +11/03/24, 1:05 pm - Yuvraj: +12/03/24, 1:38 pm - Yuvraj: Oye tanish best of luck NOS practical vaaste, viva araam nal dyi fumble nhi krna and likhan time if possible black pen use kr lena 👍🏻🚀❤️ +12/03/24, 2:25 pm - Yuvraj: okieeeeeeeeeeeeeeeeeeeeee +12/03/24, 2:25 pm - Yuvraj: okieeeeeeeeeeeeeeeeeeeeee +12/03/24, 7:37 pm - Yuvraj: +13/03/24, 9:52 am - Yuvraj: +13/03/24, 1:43 pm - Yuvraj: Oye tanish sun AI de viva vich sir mostly bfs and DFS Dr vich data structure vich fasaande ne like bfs vaaste kehra data structure and DFS vaaste kehra and also confuse krn di koshish krde ne ki what's difference between LIFO,FILO,LILO and FIFO. + +LIFO,FILO: Stack +LILO,FIFO : Queue + +Baaki +- Time complexity yaad rakhna +- Use Case +- One drawback +Bass eh cheezaan ne dhyaan rakhna practical ton pehla 10 min dekh lyi and best of luck ❤️ +13/03/24, 1:59 pm - Yuvraj: +13/03/24, 1:59 pm - Yuvraj: +13/03/24, 1:59 pm - Yuvraj: +13/03/24, 8:20 pm - Yuvraj: https://colab.research.google.com/drive/1RlhZD4kl44rXCF1gOzxy_TzlfVJX9Xuv?usp=sharing +13/03/24, 8:20 pm - Yuvraj: AI- 1st, 3rd and 5th +13/03/24, 8:20 pm - Yuvraj: from collections import deque + +def bfs(graph, start, goal): + visited = set() + queue = deque([[start]]) + + if start == goal: + return [start] + + while queue: + path = queue.popleft() + node = path[-1] + + if node not in visited: + neighbors = graph[node] + for neighbor in neighbors: + new_path = list(path) + new_path.append(neighbor) + queue.append(new_path) + + if neighbor == goal: + return new_path + + visited.add(node) + + return None + +# Example usage: +if __name__ == "__main__": + # Example graph represented as an adjacency list + graph = { + 'A': ['B', 'C'], + 'B': ['A', 'D', 'E'], + 'C': ['A', 'F'], + 'D': ['B'], + 'E': ['B', 'G'], + 'F': ['C'], + 'G': ['E'] + } + + start_node = 'A' + goal_node = 'G' + path = bfs(graph, start_node, goal_node) + if path: + print("Path found:", path) + else: + print("No path found.") +14/03/24, 5:35 am - Yuvraj: A1 Auditorium, Level-6, Block-A1 +14/03/24, 2:52 pm - Yuvraj: http://16.171.20.104:8501/ +14/03/24, 10:09 pm - Yuvraj: +15/03/24, 10:13 am - Yuvraj: Cp algorithm +15/03/24, 1:15 pm - Yuvraj: null +15/03/24, 9:34 pm - Yuvraj: +16/03/24, 9:57 am - Yuvraj: https://youtube.com/shorts/gAQI0DT9_LE?si=JPAgfijE2D5Gw2Dm +16/03/24, 8:55 pm - Yuvraj: +16/03/24, 9:27 pm - Yuvraj: +17/03/24, 9:00 am - Yuvraj: +17/03/24, 5:01 pm - Yuvraj: Dear students + +APTITUDE +Assignment 2.1 (Time duration - No time limit) + +Suprise test 2 (Time duration - 30 minutes) + +Quiz -2.1 & 2.2 (Time duration - 15 minutes for each) + +All will open from tomorrow 15th March (6pm) to 19th March 11:59 pm. +🛑It will open only once so please have a good internet connection. + +Good Luck 👍 +17/03/24, 5:05 pm - Yuvraj: +17/03/24, 6:32 pm - Yuvraj: +17/03/24, 6:54 pm - Yuvraj: Dear students + +APTITUDE +Assignment 2.1 (Time duration - No time limit) + +Suprise test 2 (Time duration - 30 minutes) + +Quiz -2.1 & 2.2 (Time duration - 15 minutes for each) + +All will open from tomorrow 15th March (6pm) to 19th March 11:59 pm. +🛑It will open only once so please have a good internet connection. + +Good Luck 👍 +17/03/24, 7:45 pm - Yuvraj: +17/03/24, 7:45 pm - Yuvraj: +17/03/24, 9:32 pm - Yuvraj: +18/03/24, 8:55 am - Yuvraj: +18/03/24, 10:57 am - Yuvraj: +18/03/24, 11:26 am - Yuvraj: Papa mere AI project coordinator da message aaya si ki apne card di payment block krdo to make sure next month subscription is not activated because 3 accounts use hoye si and 2 ton subscription off ho gyi hai but not for the 3rd and us third krke hi payment fer ton hoi hai. +18/03/24, 1:02 pm - Yuvraj: +18/03/24, 1:10 pm - Yuvraj: +19/03/24, 3:10 pm - Yuvraj: +19/03/24, 4:19 pm - Yuvraj: World before knowing your room number 🌍 + +World after knowing your room number 🌍 +19/03/24, 4:47 pm - Yuvraj: +19/03/24, 4:47 pm - Yuvraj: +19/03/24, 4:52 pm - Yuvraj: +19/03/24, 5:26 pm - Yuvraj: +19/03/24, 6:18 pm - Yuvraj: +20/03/24, 8:57 am - Yuvraj: https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fUWF5QjcxMGlHRDdqY0VKQTclMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMlJKUjI0UnQyJTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +20/03/24, 9:26 pm - Yuvraj: +21/03/24, 9:23 am - Yuvraj: +21/03/24, 2:28 pm - Yuvraj: Jashan dropped home and mai aap vi Pahunchgya tanish +21/03/24, 2:30 pm - Yuvraj: And sun aaj aaun time jashan khada si so keh nhi hoeya but koi na hun keh Dinda , sachi keh reha mazaak nhi kr reha aaj tu all black outfit vich sachi bahut sohni lagg rhi si 💫👑 and mai taan hi thoda sidha face dekh ke gal nhi kr reha si as vaise taan mai beleive nhi krda ehna cheezan vich but mainu laggeya aaj kitte meri hi Nazar na lagg jaaye is dog bitten nu 🧿 +21/03/24, 3:20 pm - Yuvraj: Chupp krja bakwaas na maari , + +pindaan vich shagan krde hunde ne nazar ton je koi sohna dikhda hai zyada. Koi na Jo sochna hai soch lai I don't care I am old skool. Haje University hunda taan othe de dinda but koi na digital bhej reha +21/03/24, 4:29 pm - Yuvraj: +21/03/24, 4:29 pm - Yuvraj: aa mai jado tere ton NLp de output mang reha si ohdo prakhar ne bnai si mainu taan laggeya Eve mazaak kr reha mere Val phone krke and mai vanarsena wali gal serious nhi laini 👀👽 +21/03/24, 4:30 pm - Yuvraj: +21/03/24, 4:30 pm - Yuvraj: aa mai jado tere ton NLp de output mang reha si ohdo prakhar ne bnai si mainu taan laggeya Eve mazaak kr reha mere Val phone krke and mai vanarsena wali gal serious nhi laini 👀👽 +21/03/24, 7:02 pm - Yuvraj: +21/03/24, 7:09 pm - Yuvraj: +21/03/24, 8:57 pm - Yuvraj: +21/03/24, 8:57 pm - Yuvraj: +22/03/24, 10:33 am - Yuvraj: https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fdmV3MUhCMElINjJpaDlENDQlMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMm02dDJjVUFnJTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +22/03/24, 10:41 am - Yuvraj: Mai apna vi save krke rakh leya and eh reha tera aptitude da joining link amcat wala +22/03/24, 3:00 pm - Yuvraj: +22/03/24, 7:51 pm - Yuvraj: +22/03/24, 7:54 pm - Yuvraj: +22/03/24, 7:57 pm - Yuvraj: +22/03/24, 7:58 pm - Yuvraj: +22/03/24, 9:05 pm - Yuvraj: +23/03/24, 8:05 pm - Yuvraj: +23/03/24, 8:05 pm - Yuvraj: +24/03/24, 8:49 pm - Yuvraj: +25/03/24, 9:11 am - Yuvraj: +25/03/24, 9:11 am - Yuvraj: +25/03/24, 9:11 am - Yuvraj: +25/03/24, 9:20 am - Yuvraj: +26/03/24, 5:46 pm - Yuvraj: +27/03/24, 8:53 am - Yuvraj: +27/03/24, 9:15 am - Yuvraj: Jado university pahunch gyi then dassi and bass apna Assignments submit krvaake vaapis aa jayi, AD kol jaan di koi zaroorat nhi tenu rehnde kuch nhi hon lagga oh bhul vi gya hona. +27/03/24, 10:47 am - Yuvraj: TOC first assignment da eh reha GPT link with all solutions https://chat.openai.com/share/a94bd580-5e3c-4d57-b1c4-7c262133d5c5. +27/03/24, 2:51 pm - Yuvraj: +27/03/24, 6:47 pm - Yuvraj: +27/03/24, 7:18 pm - Yuvraj: +27/03/24, 9:03 pm - Yuvraj: dataset is in logs/combined-log-sorted.csv +28/03/24, 2:21 pm - Yuvraj: +28/03/24, 2:24 pm - Yuvraj: +28/03/24, 2:35 pm - Yuvraj: +28/03/24, 4:53 pm - Yuvraj: Chal mai chaleya + +Second time nhaaan, note that mot first time 📌 + +And cold coffee bnanaun +28/03/24, 4:53 pm - Yuvraj: +29/03/24, 6:16 pm - Yuvraj: +29/03/24, 6:17 pm - Yuvraj: +29/03/24, 6:17 pm - Yuvraj: +29/03/24, 6:17 pm - Yuvraj: +29/03/24, 6:18 pm - Yuvraj: +29/03/24, 6:18 pm - Yuvraj: +29/03/24, 6:21 pm - Yuvraj: +29/03/24, 6:21 pm - Yuvraj: +29/03/24, 6:22 pm - Yuvraj: +29/03/24, 6:23 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:24 pm - Yuvraj: +29/03/24, 6:26 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:27 pm - Yuvraj: +29/03/24, 6:34 pm - Yuvraj: +29/03/24, 6:35 pm - Yuvraj: +29/03/24, 6:35 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:38 pm - Yuvraj: +29/03/24, 6:39 pm - Yuvraj: +29/03/24, 6:40 pm - Yuvraj: +29/03/24, 6:40 pm - Yuvraj: +29/03/24, 6:40 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:41 pm - Yuvraj: +29/03/24, 6:42 pm - Yuvraj: +29/03/24, 6:42 pm - Yuvraj: +29/03/24, 6:42 pm - Yuvraj: +29/03/24, 6:42 pm - Yuvraj: +29/03/24, 6:42 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:44 pm - Yuvraj: +29/03/24, 6:45 pm - Yuvraj: +29/03/24, 10:28 pm - Yuvraj: null +30/03/24, 5:10 pm - Yuvraj: Literally aaj eh sun ke ik min vaaste taan mera Mann bhar aaeya God knows but why emotional jeha ho gya and taan iko dum washroom de bahane nikal geya. 🙏👑 +30/03/24, 8:38 pm - Yuvraj: https://automl-proxy-ncp2o7r5sa-uc.a.run.app +31/03/24, 9:12 pm - Yuvraj: +01/04/24, 12:33 pm - Yuvraj: मुझसे मिलने आये हैं? +बैठिये बुलाकर लाता हूँ || +01/04/24, 1:24 pm - Yuvraj: https://teams.microsoft.com/l/meetup-join/19%3ameeting_NGJhMWQwOTItN2Y2OS00YjNjLTg4ODctMmJmYTVjOTg0Mjgz%40thread.v2/0?context=%7b%22Tid%22%3a%2260d4c39a-f31f-4638-bb43-8822172b892d%22%2c%22Oid%22%3a%22c3f8c365-7f3d-4de0-a674-531abde3c658%22%7d +01/04/24, 2:57 pm - You pinned a message +01/04/24, 5:23 pm - Yuvraj: Kindly check the below links for Placement/ Internships. Kindly register in all the opportunities, and confirm your registration by filling the form. registration link is in form. +Registration Confirmation link: +https://forms.gle/iKUKcwgW65e6ELfm7 +01/04/24, 5:23 pm - Yuvraj: Rocket Lawyer – Software Engineering Intern +E N T N T – Jr Software Engineer +Tower Research Capital – ML Intern (Summer Internship 2024) + +3rd year may be eligible for the above companies, kindly check +01/04/24, 6:07 pm - Yuvraj: The best would be to create a project so for that use this playlist https://youtu.be/hhZ62IlTxYs?si=JzbXNbRD--A7akAx and to learn on the go Use this playlist as a sort of documentation https://youtu.be/H84UJn1CiWo?si=9-6YlXXHXqOGeUk8. I am following the same thing +01/04/24, 6:33 pm - Yuvraj: +01/04/24, 6:38 pm - Yuvraj: +01/04/24, 9:15 pm - Yuvraj: +01/04/24, 9:15 pm - Yuvraj: +02/04/24, 6:00 am - Yuvraj: 5432 +02/04/24, 6:00 am - Yuvraj: postgresql2002 +03/04/24, 1:18 pm - Yuvraj: 😒 +03/04/24, 1:18 pm - Yuvraj: https://www.instagram.com/reels/C49xfpdLpIB/ +04/04/24, 1:58 pm - Yuvraj: Snake name : ANSHMITA +04/04/24, 3:30 pm - Yuvraj: Senapati Ghar pahunch gya hai and maharaj suno aaj apna VAC wala khatam kr lena. +04/04/24, 9:42 pm - Yuvraj: +05/04/24, 6:32 pm - Yuvraj: Nale sun aaj mai tenu iko dam taan dasske nhi geya as mainu jashan ne hi bag fda ditta si piche seats kol. Mai pehla break vich hi jaan vala si ghar as ohdo ton hi dukh reha si mera srr kaafi but fer mainu laggeya ki je chla geya fer tusi eve bore na ho jaavo so taan mai thoda stay kr geya and fer jado when i saw that now you are well mixed up with south gang and kartikey 💀🫡 so at that moment my work was done so I left. +05/04/24, 7:05 pm - Yuvraj: Papa said first possibility is body reaction to injection for the very first time and second possibility is some general flue due to change in weather like jive normal zukhaam krke spread hon wala flue +05/04/24, 7:32 pm - Yuvraj: instance variable is a var which have different value for different object +05/04/24, 7:48 pm - Yuvraj: +05/04/24, 8:31 pm - Yuvraj: https://www.instagram.com/reel/C4fc-t1IVEA/?utm_source=ig_web_copy_link +06/04/24, 5:24 am - Yuvraj: https://www.instagram.com/reel/C320U3svZdV/?igsh=d2M5cWd3amdjZTZv +06/04/24, 11:13 am - Yuvraj: +06/04/24, 11:21 am - Yuvraj: +06/04/24, 11:29 am - Yuvraj: Oh dekh like constructor create krna and not create krna for the wala code +06/04/24, 12:54 pm - Yuvraj: Super cannot be used to access variables +06/04/24, 12:54 pm - Yuvraj: Super can not be used ouside the class +06/04/24, 12:54 pm - Yuvraj: Super can be used only inside the child class +06/04/24, 8:38 pm - Yuvraj: +07/04/24, 6:48 am - Yuvraj: +07/04/24, 6:50 am - Yuvraj: +07/04/24, 7:13 am - Yuvraj: +07/04/24, 1:01 pm - Yuvraj: +07/04/24, 2:03 pm - Yuvraj: https://www.linkedin.com/feed/update/urn:li:activity:7180900260444090369?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7180900260444090369%2C7180961720679497728%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287180961720679497728%2Curn%3Ali%3Aactivity%3A7180900260444090369%29 +07/04/24, 2:25 pm - Yuvraj: +07/04/24, 8:47 pm - Yuvraj: Nhi tanish ji je tusi alag ton message forward Kita hai then is chote jehe kam da vi poora credit lao tusi 🙏🫡 +07/04/24, 9:57 pm - Yuvraj: https://drive.google.com/drive/folders/15PxRuAuF1miSm9FKkxRZ5r1UUp2LSpJW?usp=sharing +07/04/24, 10:00 pm - Yuvraj: ਤਨਿਸ਼ +08/04/24, 12:55 pm - Yuvraj: +10/04/24, 6:39 am - Yuvraj: +11/04/24, 5:25 am - Yuvraj: Data analysis + Machine learning +11/04/24, 6:00 am - Yuvraj: Single linkage suffer from outlier +11/04/24, 6:00 am - Yuvraj: Take example door wala point and 2 clusters and concept of smallest distance +11/04/24, 6:01 am - Yuvraj: Also suffer when there is overlapping +11/04/24, 6:02 am - Yuvraj: Overlapping vich farthest point wala will work better +11/04/24, 6:07 am - Yuvraj: Uneven vaaste dont apply max and for the outlier wala apply max +11/04/24, 6:25 am - Yuvraj: use when small medium dataset data mining to be done +12/04/24, 7:13 am - Yuvraj: Plot 8A, RMZ Centennial, Kundalahalli Main Road, Whitefield, Bangalore +12/04/24, 7:49 am - Yuvraj: lack strength of evidence against null hypothesis +12/04/24, 10:42 am - Yuvraj: +12/04/24, 10:42 am - Yuvraj: +12/04/24, 10:42 am - Yuvraj: +12/04/24, 10:42 am - Yuvraj: +12/04/24, 10:42 am - Yuvraj: +12/04/24, 6:43 pm - Yuvraj: https://drive.google.com/drive/folders/1znYdeGulIb7TOSOAL8s24ZxujndF10FC?usp=drive_link +12/04/24, 7:03 pm - Yuvraj: +12/04/24, 7:34 pm - Yuvraj: +12/04/24, 7:34 pm - Yuvraj: +15/04/24, 1:05 pm - Yuvraj: TCF7-891C-F200-3379-832D +15/04/24, 2:59 pm - Yuvraj: jo vi x axis te hunda oh column banda hai +16/04/24, 6:34 am - Yuvraj: Previously I also completed a deep learning based medical imagery freelance project and would love to work on freelance projects +16/04/24, 7:59 am - Yuvraj: +16/04/24, 10:52 am - Yuvraj: Entered CU ✅ +23/04/24, 8:04 pm - Yuvraj: +23/04/24, 8:04 pm - Yuvraj: +23/04/24, 9:41 pm - Yuvraj: YuvraajSingh0119 +23/04/24, 9:41 pm - Yuvraj: Yuvraj_0119 +23/04/24, 9:45 pm - Yuvraj: https://drive.google.com/drive/folders/1d9R6JWN7qGPbmarpiIRqOK0I3mHgBbUa?usp=drive_link +24/04/24, 6:45 pm - Yuvraj: +25/04/24, 4:35 am - Yuvraj: +25/04/24, 5:51 am - Yuvraj: 502 a +26/04/24, 2:27 pm - Yuvraj: Harjot nu car +27/04/24, 11:58 am - Yuvraj: +28/04/24, 7:47 am - Yuvraj: +30/04/24, 6:16 am - Yuvraj: https://github.com/yuvraaj2002/NLP_Playground/tree/master +30/04/24, 7:50 pm - Yuvraj: +30/04/24, 7:50 pm - Yuvraj: +01/05/24, 6:13 am - Yuvraj: +02/05/24, 9:19 am - Yuvraj: Hello veer, this side Yuvraj tanish classmate. +Veer kal tusi Chandigarh University aaye si ? Mai kal thoda doubtful si +02/05/24, 9:20 am - Yuvraj: Okay great, sabh ton pehla congratulations veer for tanish placement. 🙏 + +Kde fer aaye University dassna milde haan 👍🏻 +02/05/24, 10:35 am - Yuvraj: +02/05/24, 10:54 am - Yuvraj: First-order predicate calculus +meaning representation Language + +linguistically relevant concept +Pos tagging +Named entity recognition + +Related Representational approaches +distributed +deep architecture +FOPL +semantic +conceptual dependency +rule-based +conceptual graph + +need +linking linguistic to nonlinguistic +represents variety at the lexical level +reasoning + +semantic analysis + +Syntax-driven semantic analysis, +depending on static knowledge +context-independent knowledge representation +based on the principle of composability + +Robust Semantic Analysis + +lexical semantic +classification +decomposition +differences n similarities + +Topic modeling -Large language model + +LDA- Latent detected allocation - probability distribution apriori algorithm medical research investigation + +NMF- non-negative matrix factorization rows topics columns documentation +feature matrix +coefficient matrix + +dimensionality reduction +feature extraction +NP-hard problem + +Bert topic- semantically similar +yeh unit 3 ke topic hai joh mere ko preeti ne samdhjae abhi +04/05/24, 6:51 pm - Yuvraj: +05/05/24, 9:45 am - Yuvraj: +05/05/24, 9:55 am - Yuvraj: +05/05/24, 11:37 am - Yuvraj: +05/05/24, 11:42 am - Yuvraj: hOmogenous featue te zyada achi performance +05/05/24, 7:44 pm - Yuvraj: AD DS +DNS +AD WITH DNS +05/05/24, 8:36 pm - Yuvraj: +05/05/24, 8:56 pm - Yuvraj: Aunty ji mainu tanish dass rhi si ki tuhanu thoda cold so aunty us vaaste vaise I hope tusi koi medicine lai rhe hounge but aunty ji tusi ek eh syrup aanda hai eh lao leya kri vaise vi kaafi acha hai and ayurvedic. Garam paani nal lai leya kro within 1-2 days vich saara allergy and cold theek kr dyega. Swere shaam lai leya kro. Take care aunty ji , 🙏 +05/05/24, 9:34 pm - Yuvraj: +05/05/24, 10:11 pm - Yuvraj: +05/05/24, 10:14 pm - Yuvraj: +06/05/24, 10:35 am - Yuvraj: +06/05/24, 10:35 am - Yuvraj: +06/05/24, 10:41 am - Yuvraj: +06/05/24, 9:01 pm - Yuvraj: Gooooooooddddd morninggggg tanishhhh 🌄🌞👑❤️ +06/05/24, 9:21 pm - Yuvraj: 12114882 +@Yuvraj012002 +07/05/24, 9:56 am - Yuvraj: +07/05/24, 11:18 am - Yuvraj: Acha bhala subeh 5 bje se padh rhe the and laggg rha tha aaj acha flow bna hua hai and aaj 10-12 ghante araam se padhenge and te dekho kisi rishtedaar ka bacha jo pichle 20 min se dimaag kha rha hai + +Commander kya Kiya jaaye ?? +07/05/24, 3:37 pm - Yuvraj: Arre maalik humein ek dum se yaad aa gyi cheez, suniye ye jab jab bhi aap lgaati hai badi sundarrrrrrrrrrrrrr lagtii haiiii 👑🧿❤️❤️. Ye aap Aisa ek aur khreed le and banglore mein bhi lgaya krna. Abhi hum sone lge hai thakk gye hai ristedaaron ko ghumakar gaadi mein. +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 5:39 pm - Yuvraj: +07/05/24, 7:55 pm - Yuvraj: +07/05/24, 9:56 pm - Yuvraj: AI-21CSH398 +tanishkaur03@gmail.com +01/05/2024 +07/05/24, 9:57 pm - Yuvraj: +91 74948 96065 +08/05/24, 6:35 am - Yuvraj: +08/05/24, 7:00 am - Yuvraj: Maalik suniye sabse pehle toh hum Dil se maafi maangte hai sachmein ki agar humari baat aapko uncomfortable kregi but maine kehna tha ki jab mai free hota hu din mein padhne ke baad then mai banglore mein cheezein dekhta rehta hu kuch na kuch and reviews vgaira and pta chla ki vhaan par apartment ya locality base par kuch kuch internal medical outlets hai but uske ilava kyi baar thoda alag se travel krna padta hai so us case ke ander aap apne period pads jo lekr jaayenge unse 1-2 packets extra lekr jaana so that aapke initial 2-3 months easy nikal jaaye baad mein fir aap vahan jab traveling and all mein comfortable ho jaayenge then jaise mrzi kr lena. Again sorry agar meri baat se aapko uncomfortable feel hua 🙏👑 +08/05/24, 10:18 am - Yuvraj: Active window +08/05/24, 10:18 am - Yuvraj: Copy absolute enable +08/05/24, 1:40 pm - Yuvraj: +08/05/24, 4:16 pm - Yuvraj: Yes +08/05/24, 4:28 pm - Yuvraj: You deleted this message +08/05/24, 5:43 pm - Yuvraj: +08/05/24, 5:43 pm - Yuvraj: +08/05/24, 5:43 pm - Yuvraj: +10/05/24, 1:53 pm - Yuvraj: +11/05/24, 8:50 am - Yuvraj: Mai hun ghare chaleya as mai ghare hor bahhana lgaake aaya si eve siddha bike te hi. Hun tanish tu time nal sou jaayi and tu faaltu vich mere ghare pahunchun di wait nhi krni mai aape pahunch jaana hai no worries 😡. Kal tera saara din around travelling vich hi nikalna hai, so take good rest. Good night take care ❤❤ +11/05/24, 12:26 pm - Yuvraj: +11/05/24, 5:55 pm - Yuvraj: Yessssss sir doneeeee +11/05/24, 10:50 pm - Yuvraj: +13/05/24, 4:54 pm - Yuvraj: Okay +13/05/24, 6:15 pm - Yuvraj: +16/05/24, 1:08 pm - Yuvraj: +17/05/24, 6:19 am - Yuvraj: +17/05/24, 8:26 am - Yuvraj: If we have a lot features in our dataset in that case it is recommended to calculate the R2 score and adjusted r2 score and if there exist a big difference between the 2 then in that it means there exist some irrelevant features +17/05/24, 9:31 am - Yuvraj: t test tell us significance of coefficients and F test tell us overall significance +17/05/24, 4:35 pm - Yuvraj: https://topmate.io/vibhanshu/205499/pay +19/05/24, 5:42 am - Yuvraj: +19/05/24, 11:03 am - Yuvraj: distribution taan kadd de haan but we make sure that the y is because of x +19/05/24, 11:29 am - Yuvraj: +19/05/24, 1:22 pm - Yuvraj: Oyeeeee teni kaafi time ho gya lunch kite nu, tere kol vaise vi haiga hai na kuch hor chota mota khaan peen nu ? + +Je nhi haiga taan apne kol lya ke rakh biscuits,namkeen type chota chota 👍🏻 +20/05/24, 6:58 am - Yuvraj: +20/05/24, 7:28 am - Yuvraj: +20/05/24, 11:58 am - Yuvraj: +20/05/24, 6:04 pm - Yuvraj: +20/05/24, 7:22 pm - Yuvraj: +21/05/24, 7:07 pm - Yuvraj: +21/05/24, 7:35 pm - Yuvraj: +22/05/24, 6:22 am - Yuvraj: d2 207 +22/05/24, 6:26 am - Yuvraj: +22/05/24, 6:27 am - Yuvraj: +22/05/24, 6:27 am - Yuvraj: https://amcatglobal.aspiringminds.com/?autoLoginVersion=3&token=eyJ0eXAiOiJKV1QiLCJhbGciOiJFUzI1NiJ9.eyJpc3MiOiIxMDAxIiwiYXVkIjoiaHR0cHM6XC9cL2FtY2F0YXBpLmFzcGlyaW5nbWluZHMuY29tXC8iLCJpYXQiOjE3MTYyOTQyMDUsIm5iZiI6MTcxNjM2NjYwMCwiZXhwIjoxNzI0MTQ2MjAwLCJsb2dpbiI6eyJsYW5ndWFnZSI6ImVuLUdCIiwidW5pcXVlSUQiOiI2NzQyNDUxOCIsInJlZ2lvbiI6IlVTIiwiaXNBdXRvbG9naW4iOjEsInJldHVyblVybCI6IiJ9fQ.XW84ns7RHXszyuMkZOzeZ14tWts0nEx9J5QVv8KbI2in59SjyT_cgpXPFmWs2Kt8vLYPH9PR6H5Lwjdpb0tqsA +23/05/24, 8:47 am - Yuvraj: https://towardsdatascience.com/a-conceptual-explanation-of-bayesian-model-based-hyperparameter-optimization-for-machine-learning-b8172278050f +25/05/24, 4:35 pm - Yuvraj: https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5falZ5QkgxNmI5ZGRmOUo0STclMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMnFNN0tTTEU3JTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +26/05/24, 7:05 am - Yuvraj: AWS S3, Ethena and EC2 +26/05/24, 9:56 am - Yuvraj: https://blog.glyph.im/2024/05/grand-unified-ai-hype.html +26/05/24, 2:21 pm - Yuvraj: ‘Indian bank are associates’ is written as ‘sm rj ja tp’ +‘SBI has associates bank’ is written as ‘rj sm mi ki’ +‘national and Indian institute’ is written as ‘kr pa tp tm’ +‘national has international bank’ is written as ‘mi kr zp rj’ + + +indian - tp +national - kr +bank - rj +associates - sm +are - ja +SBI - ki +has - mi +international - zp +institutes - pa/tm +and - tm/pa +26/05/24, 2:21 pm - Yuvraj: A green (4th floor) +C apple (3rd floor) +B mango (2nd floor) +D plum (1st floor) + + +1st floor - D +Correct- 3rd floor apple C +Grapes -A +Odd floors -DC +Mango -B +26/05/24, 2:21 pm - Yuvraj: A and B time -26.2 min +Sum of all - 267 km +Speed of c - 6.94 +Time by B - 25 min +Ratio - 1: 216 +26/05/24, 2:21 pm - Yuvraj: Persons between D and A - 2 +G with respect to A - northwest +E with respect to D - northeast +B with respect to C - 10 km east +Not in straight line - IFC OR GFC ( I think both ) +26/05/24, 2:21 pm - Yuvraj: ABC +A’s share -5000 +A B C alternate -81/4 +A and B -12 +Ratio A to B -3:2 +C joined after 3 days -8 +26/05/24, 2:21 pm - Yuvraj: Q- Microsoft +R - can’t determine +Russia -Q +V canada Apple +Reliance - England +26/05/24, 2:21 pm - Yuvraj: 5*3*3 cuboid: +no face colored = 3 +total 45 +three face color 8 +two face color 20 +one face color 14 +26/05/24, 2:21 pm - Yuvraj: Russ - Q +Reliance - England +R - india +Q - MS +V- Canada-apple +26/05/24, 2:21 pm - Yuvraj: Either 1 or 3 +Sbi +Indian - tp +Has - mi +Assoc - sm +26/05/24, 2:21 pm - Yuvraj: 5*5*5 + +Toatl -125 +One face coloured- 36 +No face colorex- 27 +3 face coloured- 8 +One green and other- 24 +26/05/24, 2:21 pm - Yuvraj: Direction +I to c - nw +Lg + lf = +E to I - SE +C and j - 50m +Tot dist - 70m +27/05/24, 7:37 pm - Yuvraj: Hello Rania, +I would like to ask few questions, basically Rania I am too right now a part of Samsung Prism, and I wanted to know ki have got this internship opportunity from prism only ?? + +And could you kindly guide me a little on what things should I keep in mind to also get such opportunity. I would love to learn from you and your feedback 🙏 +27/05/24, 8:35 pm - Yuvraj: +27/05/24, 8:36 pm - Yuvraj: +28/05/24, 6:14 am - Yuvraj: https://github.ecodesamsung.com/login +28/05/24, 6:36 am - Yuvraj: ecodehelp@samsung.com +28/05/24, 8:58 am - Yuvraj: https://medium.com/@henriquevedoveli/metrics-matter-a-deep-dive-into-object-detection-evaluation-ef01385ec62 +28/05/24, 8:12 pm - Yuvraj: +28/05/24, 8:16 pm - Yuvraj: +29/05/24, 5:58 pm - Yuvraj: Need a freelancer who is expert in audio content recognition + +Goal is to achieve a monitoring system that scans through FM radio channels, captures and matches sample audio files with the dB and gives timestamp and number of times a particular audio was played +29/05/24, 7:13 pm - Yuvraj: https://arxiv.org/pdf/2304.00501 +30/05/24, 4:47 am - Yuvraj: Mai keha saare aaj class vich "Laapataa Ladies" name di movie di gal kr rhe ne, like tareefaan te tareefaaan softs skills vali teacher vi keh rhi ki watch this to understand what you all are lacking as youngsters, hum to is duniyaa se anjaan hai but je tera time laggeya then tu dekh skde hain, is Saturday, eh lovish vi keh reha si vadiaa hai bahut. Eh gaaana hai kehnda kaafi famous https://www.youtube.com/watch?v=AFTIVN8rRbI. Baaki madam jive tuhanu theek lagge, 😃 +30/05/24, 7:32 pm - Yuvraj: +31/05/24, 4:42 am - Yuvraj: Ooo mai keha chadh de kam 5 min vaaste, aaja chaa peeke aaiye, mai taan eh vali peen lagga teri dass kehri order krvaavaan ya Je "samosa burger" khaana oh vi dass de, mere kol slip pyi hai teri oh vali vi 😏 +31/05/24, 4:52 am - Yuvraj: https://docs.google.com/presentation/d/10EHg0TL9CFYALU39QcWq30L8NYUH9787/edit#slide=id.p1 +31/05/24, 9:12 pm - Yuvraj: Madam ne eh link bhejeya hai https://www.youtube.com/watch?v=AFTIVN8rRbI, kehnde eh Vali movie hai Laapta Ladies. Isdi kaafi tareef kr rhi si mam, ki aaj de youth nu ik message dindi hai, baaki je tera kal time lageya taan dekh ke dass dyi. +31/05/24, 9:19 pm - Yuvraj: +31/05/24, 9:19 pm - Yuvraj: +01/06/24, 8:49 am - Yuvraj: +02/06/24, 6:48 am - Yuvraj: +02/06/24, 8:55 am - Yuvraj: https://amcatglobal.aspiringminds.com/?data=JTdCJTIybG9naW4lMjIlM0ElN0IlMjJsYW5ndWFnZSUyMiUzQSUyMmVuLVVTJTIyJTJDJTIyaXNBdXRvbG9naW4lMjIlM0ExJTJDJTIycGFydG5lcklkJTIyJTNBJTIyNDM0ODIlMjIlMkMlMjJhdXRoa2V5JTIyJTNBJTIyWkdNMVpqRTFaVEU1TWpaak5qWm1aR0l3TmpNM1pqSXhNRGRrWlRVeFpXVSUzRCUyMiUyQyUyMnVzZXJuYW1lJTIyJTNBJTIyMjFCQ1M2MzQzJTQwY3VjaGQuaW5fSFF1MWgxNjgzYUhmQzE1aTUlMjIlMkMlMjJwYXNzd29yZCUyMiUzQSUyMldWNmZ3QWdnJTIyJTJDJTIycmV0dXJuVXJsJTIyJTNBJTIyJTIyJTdEJTJDJTIycmVnaW9uJTIyJTNBJTIyVVMlMjIlN0Q= +02/06/24, 9:17 am - Yuvraj: https://www.reddit.com/r/datascience/s/QXeqrSflkX +02/06/24, 11:26 am - Yuvraj: https://fb.gg/play/921696042151508 +02/06/24, 3:15 pm - Yuvraj: +02/06/24, 7:38 pm - Yuvraj: +03/06/24, 9:40 am - Yuvraj: +03/06/24, 12:31 pm - Yuvraj: Companies are allocating their hiring budgets to their AI budgets. The same company recently has opened many ML positions as well. + +No company will ever admit it though. AI is the new fad. +Show your investors that you have AI in your product and you get more funding. + +Till the AI tsunami does not go away this layoff situation is here to stay. + +AI is the danger. + +Your salary budget is going towards buying GPUs. +03/06/24, 6:01 pm - Yuvraj: +03/06/24, 6:03 pm - Yuvraj: +03/06/24, 7:12 pm - Yuvraj: Mam we would love to take any feedback from your side +04/06/24, 4:49 am - Yuvraj: https://youtu.be/O9uAn2kQFpI?si=WZXxLSgyF1DA2Pik +04/06/24, 5:45 am - Yuvraj: Random thought : Whatever you are doinggg, you are doing greatt. Keep it up, Proud of you 💯👏❤ +04/06/24, 8:46 am - Yuvraj: Kisi ne kha + +To succeed in life make sure your MAACHUDAAYE attitude overpower MAACHUDGYI attitude +04/06/24, 8:46 am - Yuvraj: Motivation Lelo guyzzzzzz +04/06/24, 8:46 am - Yuvraj: Kisi ne reddit pe kha + +To succeed in life make sure your MAACHUDAAYE attitude overpower MAACHUDGYI attitude +04/06/24, 9:04 am - Yuvraj: +04/06/24, 11:53 am - Yuvraj: +04/06/24, 12:01 pm - Yuvraj: built_up_area balcony agePossession luxury_category floor_category Property_Type sector bedRoom bathroom servant room furnishing_type +04/06/24, 8:10 pm - Yuvraj: ============================================================================== + coef std err t P>|t| [0.025 0.975] +------------------------------------------------------------------------------ +const 0.1585 0.013 12.465 0.000 0.134 0.183 +x1 0.7818 0.021 37.097 0.000 0.740 0.823 +x2 0.0804 0.009 9.283 0.000 0.063 0.097 +x3 -0.0629 0.009 -6.893 0.000 -0.081 -0.045 +x4 0.0011 0.006 0.178 0.859 -0.011 0.013 +x5 0.0181 0.006 2.844 0.004 0.006 0.031 +x6 0.3633 0.014 26.058 0.000 0.336 0.391 +x7 0.0402 0.025 1.622 0.105 -0.008 0.089 +x8 0.2036 0.023 8.855 0.000 0.158 0.249 +x9 0.0587 0.008 7.632 0.000 0.044 0.074 +x10 -0.1049 0.007 -15.000 0.000 -0.119 -0.091 +x11 0.0273 0.005 5.129 0.000 0.017 0.038 +============================================================================== +Omnibus: 81.043 Durbin-Watson: 2.030 +Prob(Omnibus): 0.000 Jarque-Bera (JB): 185.183 +Skew: -0.108 Prob(JB): 6.14e-41 +Kurtosis: 4.218 Cond. No. 29.9 +05/06/24, 6:35 am - Yuvraj: +05/06/24, 2:08 pm - Yuvraj: SMD +05/06/24, 6:22 pm - Yuvraj: +05/06/24, 7:05 pm - Yuvraj: +06/06/24, 5:10 am - Yuvraj: https://www.machinelearningplus.com/sql/sql-window-functions-exercises/ +06/06/24, 5:12 am - Yuvraj: +06/06/24, 5:14 am - Yuvraj: Baaki sorry if I disturbed in between your work and koi na message da reply den wala koi issue nhi haiga, jado tera time laggeya ohdo kr deya krna and je in case kise din thakavat vich mann na kita reply krn da fir vi koi chakkr nhi agle din krdena chahe. I have no issue. +06/06/24, 5:15 am - Yuvraj: +06/06/24, 5:24 am - Yuvraj: Tanish I was nale going over the case studies and system design as yesterday in the last interview I was given open ended questions about how would you design Uber. So there I focused on ML part and all the system design components. Baaki as soon as I going over the usecases of how to solve business problems mai tere nal share kr daunga general architecture of how to solve these and get better understanding of business side of things rather than technical +06/06/24, 6:18 am - Yuvraj: +06/06/24, 6:04 pm - Yuvraj: +06/06/24, 6:23 pm - Yuvraj: +06/06/24, 7:03 pm - Yuvraj: +06/06/24, 7:54 pm - Yuvraj: Okay so right now I am done with the univariate analysis now I will give you dataset and you have to tell me 10 most important questions which one would like to know. Basically the overall problem statement is the fake job posting detection. +07/06/24, 5:18 am - Yuvraj: +07/06/24, 5:24 am - Yuvraj: +07/06/24, 9:38 am - Yuvraj: https://www.linkedin.com/posts/aanchal-kaushik-98050a203_hiring-activity-7204367537000603648-1usx?utm_source=share&utm_medium=member_android +08/06/24, 7:50 am - Yuvraj: +08/06/24, 10:00 am - Yuvraj: Read this story from Nathan Rosidi on Medium: https://nathanrosidi.medium.com/commonly-used-statistical-tests-in-data-science-93787568eb36 +08/06/24, 10:29 am - Yuvraj: Done ho gya mam taan said ki I have nothing to say and I would not feel surprised if you would get 50 LPA +08/06/24, 10:29 am - Yuvraj: So mam said everything is perfect no comments +08/06/24, 10:29 am - Yuvraj: 🙂 iske peeche bulaya tha mujhe 10 min ke liye +09/06/24, 6:13 pm - Yuvraj: +09/06/24, 6:17 pm - Yuvraj: +09/06/24, 7:10 pm - Yuvraj: https://bit.ly/3yU4ZfO +09/06/24, 9:15 pm - Yuvraj: https://bit.ly/3VjkoxI +10/06/24, 4:54 am - Yuvraj: google7233831 +10/06/24, 6:41 am - Yuvraj: +10/06/24, 6:41 am - Yuvraj: Googleys2002 +10/06/24, 6:44 am - Yuvraj: +10/06/24, 6:46 am - Yuvraj: Net password : @Cunet2002 +10/06/24, 6:49 am - Yuvraj: 609 B1 +10/06/24, 12:40 pm - Yuvraj: https://docs.google.com/spreadsheets/u/0/d/1xrbVqx_vd778Jaq-8qfedoXdeAhMDJwy3hwHPK-hJCg/htmlview?pli=1 +11/06/24, 5:40 am - Yuvraj: sfgasfg +11/06/24, 8:38 am - Yuvraj: +11/06/24, 8:50 am - Yuvraj: +11/06/24, 10:18 am - Yuvraj: https://github.com/satiharish07 +11/06/24, 6:46 pm - Yuvraj: Sorry if I disturbted tanish, mai bass kehna si ki jado vi you are free ik vaar mai apni GitHub update kiti si thodi so tu bass in general ik upron upron and like not like dhyaan nal (as tu might be busy hove) but upron upron nazar maar lyi ki theek lag rhi hai as first impression https://github.com/yuvraaj2002. If possible laptop vichon dekh lena and koi jaldi nhi chahe kal dekh lyi 🙏🏻 +11/06/24, 6:54 pm - Yuvraj: Oyeee tu bhull jaaa mai aaj nhi bhejna kuch, chupp krke hun apna jo krna hai oh kr, aaj saara din tera vaise hi office vich nikal gya so hun chill kr bass 😤 +11/06/24, 7:45 pm - Yuvraj: +11/06/24, 10:05 pm - Yuvraj: https://yuvraaj2002-findhome-ai-home-tkzctm.streamlit.app/ +12/06/24, 8:30 pm - Yuvraj: naah naaah +vdiya ne bahuttt +good choise +13/06/24, 6:43 am - Yuvraj: Hsbhsd +13/06/24, 8:20 pm - Yuvraj: +14/06/24, 12:40 pm - Yuvraj: Yesss all goooood +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 2:35 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +14/06/24, 3:00 pm - Yuvraj: +15/06/24, 2:57 pm - Yuvraj: +15/06/24, 2:57 pm - Yuvraj: +16/06/24, 7:24 am - Yuvraj: +16/06/24, 7:25 am - Yuvraj: Talk about virtualization and differnence in virtualization +16/06/24, 8:19 am - Yuvraj: +16/06/24, 8:25 am - Yuvraj: Even if the image is not present locally it will be actually pulled from the docker hub +16/06/24, 8:26 am - Yuvraj: multiple containers can be executed on same port but host port must be same +16/06/24, 8:46 am - Yuvraj: +16/06/24, 9:02 am - Yuvraj: +16/06/24, 9:03 am - Yuvraj: To make code changes, then rather than simply stopping the container, making changes and again pushing the container we can actually use something called docker volumes +16/06/24, 9:16 pm - Yuvraj: Chalo mam mera abhi sone ka time aa gya and tu vi time nal sou jaana okayyy, kal ton office shuru hai zyada late na krna sleep as fir kal thakvaatt mehsoos hoyegi +Baaki agge ton don't drink coffee at night +17/06/24, 6:57 am - Yuvraj: +17/06/24, 7:33 am - Yuvraj: Webpage archive + +AWS + +Campus + +Krish Naik Cou + +Request e- + +Location: Work from Home + +Responsibilities + +Design, train, and deliver Data Science solutions using all modalities (tabular, text, image) and of all sizes (small, or big data) + +Develop and maintain robust data processing pipelines and reproducible modeling pipelines + +Analyze experimental results, iterate and refine models to create significant business impact + +Develop analytical / modeling solutions using a variety of commercial and open-source tools (e.g., Python, R, TensorFlow) + +Create algorithms to extract information from large, multiparametric data sets + +Ensure that solutions exhibit high levels of performance, security, scalability, maintainability, repeatability, appropriate reusability, and reliability upon deployment + +Work on multiple pillars of Al including cognitive engineering, conversational bots, and data science +17/06/24, 7:33 am - Yuvraj: Required Skills and Qualifications + +. + +Expert ability to write robust code in Python data querying languages (e.g., SQL, Hadoop/Hive, Scala) + +• Working knowledge of manipulating data frames using Pandas and arrays using Numpy + +Familiarity with standard machine learning libraries (like scikit-learn, StatsModels) + +Good to have: Knowledge about LLMs and vector database + +Good to have: Bachelor's degree (or equivalent) in computer science + +0-2 years of experience + +I +17/06/24, 11:16 am - Yuvraj: https://youtube.com/playlist?list=PL7ersPsTyYt1HnCgrT6Up-pan4yLBpyFs&si=P13lut3pGXmGQdK4 +17/06/24, 3:45 pm - Yuvraj: https://chatgpt.com/share/6e89f03e-8c50-4892-a5c5-6813359872cb +18/06/24, 6:07 am - Yuvraj: Langhchain is most popular framework for building LLM applications +18/06/24, 6:21 pm - Yuvraj: +18/06/24, 6:24 pm - Yuvraj: +18/06/24, 6:25 pm - Yuvraj: https://www.youtube.com/watch?v=cdiD-9MMpb0 +19/06/24, 7:15 am - Yuvraj: https://education.github.com/discount_requests/15026629/additional_information +19/06/24, 7:25 am - Yuvraj: Abhi mai Locall LLM se bnaunga so that hum uska ek genuine product bna ske +19/06/24, 7:30 am - Yuvraj: Hmm hmm abhi llama 3 LLM use kr rha hu apni machine par rather than OPENAI API to ensure security and privacy, total around 700 Crore parameters hai so quantize krna padega, lets see end of the day. +19/06/24, 7:37 am - Yuvraj: python -m venv .venv +19/06/24, 7:37 am - Yuvraj: source .venv/bin/activate +19/06/24, 7:40 am - Yuvraj: .venv\Scripts\activate.bat +19/06/24, 8:29 am - Yuvraj: Okieeeeeeee +19/06/24, 12:18 pm - Yuvraj: https://careers.cult.fit/candidate/home +19/06/24, 5:43 pm - Yuvraj: pip install protobuf==3.20.3 +19/06/24, 6:49 pm - Yuvraj: r8_BOGHcbZ23V8z1uiPHP1vsdREl9AWwDw3SNhsi +19/06/24, 8:19 pm - Yuvraj: +19/06/24, 8:41 pm - Yuvraj: Sulphagroup : +20/06/24, 6:08 am - Yuvraj: +20/06/24, 6:11 am - Yuvraj: +20/06/24, 6:11 am - Yuvraj: +20/06/24, 6:16 am - Yuvraj: +20/06/24, 6:18 am - Yuvraj: Decoder have access to all the hidden states of the encoder and because of that the quality of output improves +20/06/24, 6:20 am - Yuvraj: +20/06/24, 6:31 am - Yuvraj: Time complexit is becong the quadratci +20/06/24, 6:31 am - Yuvraj: So the drawback with attension is that LSTM process thing sequentially +20/06/24, 6:31 am - Yuvraj: So transformer process the things paralelly +20/06/24, 6:41 am - Yuvraj: +20/06/24, 1:42 pm - Yuvraj: https://www.instagram.com/reel/C7ov-IHyYPn/?igsh=NTR6aDRhaXc4a3Zj +20/06/24, 1:42 pm - Yuvraj: https://www.instagram.com/reel/C8UJzK2yD9I/?igsh=OWZ3ZGVxdnlidnJw +20/06/24, 8:04 pm - Yuvraj: B - A hierarchical data structure +A - The length of the longest path from the root to a leaf +C - A tree in which the left subtree has smaller elements, and the right subtree has larger elements +A - The number of children of a node +A - 2^h +D - Leaf node +B - A tree in which all leaves are at the same level +A - Faster insertion and deletion +A - O(log n) +D - O(1) +B - 3 +B - Y has no left child +A - 15 +B - 64 and 5, respectively +C - (n – 1)/2 +B - Depth +A - Height +D - Each node has exactly one or two children +D - N = 2*I + 1 +A - Colors +A - AA-tree +C - Static +B - Red – Brown Tree +A - Height +D - O(log n) +C - Router algorithms +D - L = 2*I – 1 +A - Let T be a binary tree. For every k ≥ 0, there are no more than 2^k nodes in level k +21/06/24, 6:08 pm - Yuvraj: .new_venv\Scripts\activate.bat +21/06/24, 6:54 pm - Yuvraj: