CourseAI / ML Engineer: The Complete Course · Module 4: Deep Learning · part 24 of 93

Part 24 · Module 4: Deep Learning

Module 4: Deep Learning

1 min read·25 Oct 2026

What you need first

Gradient descent and momentum (Module 1 lesson 2), cross-entropy (Module 1 lesson 3), the time split and PR-AUC (Module 3 lesson 3). The lab's Step 1 rebuilds Modules 1 to 3.
No model calls, no keys. Everything runs on a CPU; a Colab T4 is optional in Lessons 3 and 4.
If you already train and debug PyTorch models, go to the lab.

This course is bought on its own, once, and stays readable afterwards, including the parts added to it later.