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Y7pNmocrmi8 | Multimodal RAG: A Beginner-friendly Guide (with Python Code) | What Nature Can Teach Us About Business... |
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x5-IW1m3zPo | Detecting Power Laws in Real-world Data | w/ Python Code | I Have 90 Days to Make $10k/mo—Here's my plan |
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7Oy2NmPwJXo | I Quit My Job… Here’s How Much I Made 1 Year Later | Persistent Homology | Introduction & Python Example Code |
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hOLBrIjRAj4 | Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python) | Why Conflict Is Good & How You Can Use It |
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tFHeUSJAYbE | A Practical Introduction to Large Language Models (LLMs) | Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough] |
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NjMD1bGBNqw | How to Create a Custom Email Signature in Gmail (2024) | 5 Questions Every Data Scientist Should Hardcode into Their Brain |
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6m82mLNDCyg | How to Be Antifragile | 7 Practical Tips | Causal Effects via Regression w/ Python Code |
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CTu8JNLq5ZU | 5 Reasons Why Every Data Scientist Should Consider Freelancing | Text Embeddings, Classification, and Semantic Search (w/ Python Code) |
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4vvoIA0MalQ | Dimensionality Reduction & Segmentation with Decision Trees | Python Code | Smoothing Crypto Time Series with Wavelets | Real-world Data Project |
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Ylz779Op9Pw | How to Improve LLMs with RAG (Overview + Python Code) | Causal Discovery | Inferring causality from observational data |
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PFBI-ZfV5rs | Causal Inference | Answering causal questions | Independent Component Analysis (ICA) | EEG Analysis Example Code |
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OmNVB3ff98s | Shit Happens, Stay Solution Oriented | Python QuickStart for People Learning AI [Mini-Course] |
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XQWhJsXu0sY | What Nature Can Teach Us About Business... | Multimodal RAG: A Beginner-friendly Guide (with Python Code) |
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FLkUOkeMd5M | Compressing Large Language Models (LLMs) | w/ Python Code | Causal Inference | Answering causal questions |
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dm-BWjyYQpw | Causal Effects via Propensity Scores | Introduction & Python Code | AI for Business: A (non-technical) introduction |
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BGZu6WxevoM | How Much YouTube Paid Me in My First 6 Months of Monetization (as a Data Science Creator) | How to Improve LLMs with RAG (Overview + Python Code) |
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tMiQIxSX64c | 5 AI Projects You Can Build This Weekend (with Python) | The Fast Fourier Transform | How does it (actually) work? |
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YOvxh_ma5qE | Multimodal Embeddings: Introduction & Use Cases (with Python) | Local LLM Fine-tuning on Mac (M1 16GB) |
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15Kd9OPn7tw | 4 Ways to Measure Fat Tails with Python (+ Example Code) | How I’d Learn AI in 2025 (if I could start over) |
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OnIQrDiTtRM | How to Build Data Pipelines for ML Projects (w/ Python Code) | How to Be Antifragile | 7 Practical Tips |
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4RAvJt3fWoI | 3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning | Time Series, Signals, & the Fourier Transform | Introduction |
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eC6Hd1hFvos | Fine-tuning Large Language Models (LLMs) | w/ Example Code | 5 Reasons Why Every Data Scientist Should Consider Freelancing |
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ZLbVdvOoTKM | How to Build an LLM from Scratch | An Overview | 10 Decision Trees are Better Than 1 | Random Forest & AdaBoost |
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baxaZI_j71I | 3 Reasons Businesses Should NOT Use AI | Compressing Large Language Models (LLMs) | w/ Python Code |
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poGxnBR3hEU | Multi-kills: How to Do More With Less (no, not by multi-tasking) | Detecting Power Laws in Real-world Data | w/ Python Code |
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O72uByJlnMw | Causal Effects via Regression w/ Python Code | Fine-Tuning BERT for Text Classification (w/ Example Code) |
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8z-WPpP1_-8 | AI for Business: A (non-technical) introduction | Causal Effects via Propensity Scores | Introduction & Python Code |
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bAe4qwQGxlI | I Built an AI App in 4 days... here's how. | Causal Effects via the Do-operator | Overview & Example |
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NlMrvCYlOOQ | The Mapper Algorithm | Overview & Python Example Code | How to Communicate Effectively (as a Data Scientist) |
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czvVibB2lRA | The OpenAI (Python) API | Introduction & Example Code | My $100,000+ Data Science Resume (what got me hired) |
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WDjzgnqyz4s | Principal Component Analysis (PCA) | Introduction & Example (Python) Code | I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned. |
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D9CLhQdLp8w | How to Make a Data Science Portfolio With GitHub Pages (2024) | Multi-kills: How to Do More With Less (no, not by multi-tasking) |
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mj86XmfOniY | Time Series, Signals, & the Fourier Transform | Introduction | What Is Data Science & How To Start? | A Beginner's Guide |
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wJ794jLP2Tw | Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough] | I Was Wrong About YouTube (what I learned) |
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fpL5fMmJHqk | Topological Data Analysis (TDA) | An introduction | How to Build a Resume Optimizer with AI (Code Walkthrough) |
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Z6CmuVEi7QY | How I'd Learn Data Science (if I could start over) | Multimodal AI: LLMs that can see (and hear) |
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LRLH_yIxHrI | Why I Quit My $150,000 Data Science Job | The OpenAI (Python) API | Introduction & Example Code |
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3JsgtpX_rpU | 3 AI Use Cases (that are not a chatbot) | QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) |
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-5c1KO-JF_s | Smoothing Crypto Time Series with Wavelets | Real-world Data Project | I Was Wrong About AI Consulting (what I learned) |
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e3p9-hYxwSQ | How I’d Learn AI in 2025 (if I could start over) | 4 Ways to Measure Fat Tails with Python (+ Example Code) |
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sxvyBxLVvKs | How to Communicate Effectively (as a Data Scientist) | The Wavelet Transform | Introduction & Example Code |
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Xn_Zw6KSxYU | I Have 90 Days to Make $10k/mo—Here's my plan | A Practical Introduction to Large Language Models (LLMs) |
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4QHg8Ix8WWQ | Fine-Tuning BERT for Text Classification (w/ Example Code) | Causal Effects via DAGs | How to Handle Unobserved Confounders |
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5ezFcy9CIWE | Persistent Homology | Introduction & Python Example Code | 4 Skills You Need to Be a Full-Stack Data Scientist |
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Ot2c5MKN_-w | Multimodal AI: LLMs that can see (and hear) | Why I Quit My $150,000 Data Science Job |
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Wcqt49dXtm8 | Pareto, Power Laws, and Fat Tails | How I'd Learn Data Science (if I could start over) |
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m19FqRrmvIE | Why Conflict Is Good & How You Can Use It | My AI Development Setup (From Scratch) |
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ASU5HG5EqTM | Causal Effects via DAGs | How to Handle Unobserved Confounders | Principal Component Analysis (PCA) | Introduction & Example (Python) Code |
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_Wjn0gm4g20 | I Spent $675.92 Talking to Top Data Scientists on Upwork—Here’s what I learned | Fine-tuning Large Language Models (LLMs) | w/ Example Code |
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rPUytg38b6Q | The Fast Fourier Transform | How does it (actually) work? | I Built an AI App in 4 days... here's how. |
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TwVl4aA5qtk | I Was Wrong About YouTube (what I learned) | How to Create a Custom Email Signature in Gmail (2024) |
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sNa_uiqSlJo | Text Embeddings, Classification, and Semantic Search (w/ Python Code) | I Quit My Job… Here’s How Much I Made 1 Year Later |
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0cf7vzM_dZ0 | Prompt Engineering: How to Trick AI into Solving Your Problems | Dimensionality Reduction & Segmentation with Decision Trees | Python Code |