- 01. Welcome to MiniFlow
- 02. Graphs
- 03. MiniFlow Architecture
- 04. Forward Propagation
- 05. Forward Propagation Solution
- 06. Learning and Loss
- 07. Linear Transform
- 08. Sigmoid Function
- 09. Cost
- 10. Cost Solution
- 11. Gradient Descent
- 12. Backpropagation
- 13. Stochastic Gradient Descent
- 14. SGD Solution
- 15. Outro