Stanford CS230 - Deep Learning
by Andrew Ng - Founder of DeepLearning.AI
"Artificial intelligence is the new electricity."
— Andrew Ng, Stanford Adjunct Professor
I took this course to get serious about deep learning. Andrew Ng says AI is the new electricity. This course shows you how to wire the building. It teaches deep learning from the ground up.
Core tools and methods
- Convolutional networks
- RNNs and LSTMs
- Adam, Dropout, BatchNorm
- Xavier and He initialization
- TensorFlow and Python
How it works
Flipped classroom.
You study and code on your own.
Class time is for hard problems and sharper questions.