Deep Learning Specialization — Build What You Can Explain

Name: Deep Learning Spec — Deep Learning Specialization — Build What You Can Explain
Author: Henry Fan

Ng's five-course DL specialization for community college. Six modules, neurons to transformers. Implement backprop from scratch. Mandatory bias audit.

18Weeks

3Units

3Tracks

0Exams

Deep Learning Specialization — Build What You Can Explain

About This Course

Ng's five-course DL specialization for community college. Six modules, neurons to transformers. Implement backprop from scratch. Mandatory bias audit.

Learning Objectives

Understand DL from neurons to transformers

Implement backprop/CNNs/attention from scratch

Mandatory bias audits

Community capstone

Course Philosophy

No neural net until you've built one by hand

Scratch before PyTorch

Bias audit is required