[ToDo] CS 124: From Languages to Information

Dated Jan 1, 2020; last modified on Mon, 05 Sep 2022

  • Basic Text Processing
  • Edit Distance
  • Language Modeling
  • Naive Bayes and Text Classification
  • Sentiment Analysis
  • Logistic Regression
  • Information Retrieval
  • Vector Semantics, Neural Embeddings, Word2Vec
  • Relation Extraction
  • Chatbots
  • Recommender Systems (Collaborative Filtering)
  • Web Graphs, Links and PageRank
  • Social Networks
  • NLP For Social Good
CS 124: From Languages to Information. JDan Jurafsky. Stanford University. web.stanford.edu .