Beginner
92 Lessons
8h
Certificate of Completion
Course Overview
This course is designed to provide you with an easy-to-follow, structured, incremental, and from-first-principles approach to learning PyTorch. In this course, you’ll be introduced to the fundamentals of PyTorch: autograd, model classes, datasets, data loaders, and more. You will develop, step-by-step, not only the models themselves but also your understanding of them. You'll be shown both the reasoning behind the code and how to avoid some common pitfalls and errors along the way. By the time you finish th...
Course Content
Introduction
Visualizing Gradient Descent
A Simple Regression Problem
Rethinking the Training Loop
Going Classy
A Simple Classification Problem
19 Lessons
Conclusion
1 Lesson
Appendix
2 Lessons
How You'll Learn
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