I will teach you deep learning in pytorch

1. Basic of OpenCV.
2. Basic of PyTorch.
3. Basics of Numpy
4. Introduction Matplotlib
5. Basics of Math for Deep Learning
6. What is a ANN
7. What is DNN
8. What is a CNN
9. Basic Activation Functions
10. Basic Optimizers
11. Creating first Neural Network using Python and Numpy only.
12. Regressions
13. Creating first Neural Network using PyTorch.
14. Project 1,2,3 - Creating ANN to solve Linear Regression Problem
15. Classifications
16. Project 4,5 - on Classification
17. Project 6 - Creating ANN to recognise hand written digits
18. A better understanding of CNN
19. Project 7 - Creating CNN to recognise hand written digits
20. More Activation Functions
21. More Optimizers
22. More on Convolutional Neural Network
23. Project 8, 9, 10 - Fashion Recognition, Objects Detections & Cats & Dogs Classifier
24. Handling Overfitting & Data Augmentation
25. Transfer Learning
26. Project 11, 12, 13 - Multi Classifier using TL
27. Natural Language Processing
28. Project 14, 15, 16 - Projects using NLP
29. Time series, Sequence, Predictions (CNN,RNN, LSTM)
30. Project 17, 18, 19, 20
31. Generative Adversarial Networks (GAN)
32. Projects 21, 22, 23
33. LLM & Transformer
34. Projects 24, 25, 26
35. Deployment
36. Web development using FastAPI and integrating the Deep Learning app with web app.

---------- And more.