- 01. Introduction to MiniFlow
- 02. Introduction
- 03. Graphs
- 04. MiniFlow Architecture
- 05. Forward Propagation
- 06. Forward Propagation Solution
- 07. Learning and Loss
- 08. Linear Transform
- 09. Sigmoid Function
- 10. Cost
- 11. Gradient Descent Part 1
- 12. Gradient Descent Part 2
- 13. Backpropagation
- 14. Stochastic Gradient Descent
- 15. SGD Solution
- 16. Under the Hood Part 1
- 17. Under the Hood Part 2
- 18. Outro