Language Module

Intro to Language Week

Contents:

• Prerequisites
  • Installs
• Natural Language Processing
  • Introduction to AI
  • Introduction to NLP
• Word Embeddings and Autoencoders
  • Introduction to Word Embeddings
  • Introduction to Autoencoders
  • Training Your Own Word Embeddings: Unsupervised Learning
  • Sentiment Analysis
• RNNs
  • Use of RNNs
  • Implementing a Simple RNN
  • Backpropagation
  • Turing-Complete
  • Variations of RNNs
• Language Module Capstone: Semantic Image Search
  • Overview of the project
  • Our Data
  • Training Data
  • Training
  • Searching Our Database
  • Team Tasks
  • Hyperparameters and Training Settings
  • Gotchyas