CSE217a Roadmap

Here is a list of topics for cse217a. Note that this list is tentative and might change over the course of the semester.

  • What is Data Science? What is Machine Learning?
  • Data Science Tasks and Workflow
  • Regression
  • Exploratory Data Analysis (EDA)
  • Sentiment and Text Analysis
  • Classification
  • Clustering
  • Similarity-based Approaches
  • Recommendation Systems
  • Feature Engineering
  • Data Engineering
  • [optional] Image Classification
  • [optional] Gesture Recognition
  • [optional] Topic Models