Tutorial Videos on Youtube:
- Part-1 The Dataset - https://www.youtube.com/watch?v=udH3uIM6ujo&t=44s
- Part-2 Forward Propagation and Cost Function - https://www.youtube.com/watch?v=NZ-eIcPTdRI&t=97s
- Part-3 Backpropagation Algorithm - https://www.youtube.com/watch?v=6reyfoP0zVM&t=2s
- Part-4 The Training - https://www.youtube.com/watch?v=p4CywVXG30c&t=17s
Functions Implemented:
- Dataset Visualization - Using matplot library
- Forward Propagation - Simple linear equation
- Cost Function - Mean squared difference
- Back Propagation - Simple gradient descent
- Update Parameters
- Training
Libraries Used:
- Numpy
- Matplot
- Pandas
Language and Platform
- Python
- Jupyter Notebook