Here I implemented linear regression in the toolkit Scikit-Learn and train my model so as to predict Median House Value.
I used the California Housing Dataset subset to demonstrate my algorithms.
During training I have been experimented with:
- Batch Gradient Descent
- Mini Batch Gradient Descent
- Stohastic Gradient Descent
Note: My solution is implemented in Python and the report is well documented. For running the notebooks, I used the Google Colab with its GPU.