Course Title : Deep Learning Basics

Instructor : Sanasam Ranbir Singh
Teaching Assistant: Th. Jennil Singh

Week 3: Representation Learning

Reference Books:

  1. Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville Click

Lessons

  1. Introduction to Representation Learning( slide )
  2. Word Embedding( slide )
  3. Network Embedding( slide )
  4. Principal Component Analysis( slide )
  5. Image Embedding( slide )

Live Session

  1. Graph Neural Network

Sample Programs

  1. Word Embedding( Download )