Deep Learning with PyTorch Step-by-Step: Part I - Fundamentals

Challenge 2 - A Simple Regression Problem

Explore a simple regression challenge using PyTorch to apply key concepts like tensors, autograd, and optimizers. Learn to implement linear regression and develop your practical skills in model creation.

We'll cover the following...

Challenge
Jupyter notebook

1.Introduction

2.Visualizing Gradient Descent

3.A Simple Regression Problem

4.Rethinking the Training Loop

5.Going Classy

6.A Simple Classification Problem

7.Conclusion

8.Appendix

Challenge 2 - A Simple Regression Problem

Challenge