Update Milestone4Documentation.md

Milestone4Documentation.md

@@ -1,4 +1,4 @@
-#Milestone4Documentation
+# Milestone4Documentation
 
 Objective: Create a streamlit app with a baseline and an optimized model with Optuna to predict house prices in Ames, Iowa
 
@@ -15,6 +15,8 @@ Deliverables
 
 Github:
 
+Landing Page for the App: 
+
 Streamlit App:
 
 Video demonstration of the Streamlit App:
@@ -48,4 +50,4 @@ https://www.kaggle.com/code/rnepal2/lightgbm-optuna-housing-prices-regression/no
 
 https://www.kaggle.com/code/rnepal2/lightgbm-optuna-housing-prices-regression/notebook
 
-https://practicaldatascience.co.uk/machine-learning/how-to-tune-an-xgbregressor-model-with-optuna
+https://practicaldatascience.co.uk/machine-learning/how-to-tune-an-xgbregressor-model-with-optuna