ziadasem / California_Housing_Prices_Prediction

Housing Prices

a Jupiter notebook for predicting California Housing Prices. this notebook is a startup guide for building an ML model with the basic Data Preprocessing algorithms and ML learning Algorithms

Topics in this notebook

1. Visualizing the dataset
2. train/test split
3. Study the data
4. Data Preprocessing
5. one hot encoding
6. Train using Linear Regression
7. Train using Decision tree
8. Train using Random Forest
9. Fine Tunning