Deep Learning Course
Deep Learning Course
Brian Keng’s deep learning course presented as annotated slide decks with concise commentary.
Lecture 01
Introduction to Neural Networks
20 slides
Lecture 02
Training Neural Networks
31 slides
Lecture 03
Architecture
33 slides
Lecture 04
Tuning
41 slides
Lecture 05
CNN
36 slides
Lecture 06
NLP and Representation Learning
27 slides
Lecture 07
Recurrent Neural Networks
26 slides
Lecture 08
Attention and Transformers
37 slides
Lecture 09
Large Language Models
36 slides
Lecture 10
Marketing I
34 slides
Lecture 11
Marketing II
28 slides
Lecture 12
Recommendations
35 slides
Lecture 13
Analytics
35 slides
Lecture 14
ML Use-Cases
45 slides