CE 263N

Course Information

Requirements

Problem sets: 40 points; Midterm: 20 points; Final project: 40 points

Course websites

piazza: https://piazza.com/class/jqedizytl6u6tj

My Lecture Notes

  • Data Preprocessing: Slides

  • Dimension Reduction: Slides

  • Distance Metrics: Slides

  • Clustering Algorithms: Slides

  • Linear Models

  • Model Selections

  • Decision Trees and Ensemble Methods: Slides; Slides

  • Neural Networks: Slides

  • Recurrent Neural Networks: Slides