CS/DSA 5703: Machine Learning Practice: Lectures

• August 23: Class Introduction

• August 25: Server Configuration

• August 25-Sept 1: Python Overview

• Sept 1-8: Pandas and Numpy

• Sept 13 - Sept 20: Classifiers

• Sept 22 - Oct 4: Regression

• Oct 7 - 14:
  • Both classes: Cross-Validation
  • In-person class: Cross-Validation

• Oct 18: Logistic Regression

• Oct 20f - 25: Support Vector Machines

• Oct 27 - Nov 1: Decision Trees

• Nov 3 - 10: Ensemble Methods

• Nov 15: Principal Component Analysis

• Nov 17 - 29: Embedding Methods

• Dec 1 - Dec 6: Clustering

• Dec 8: Wrap-Up

andrewhfagg - gmail.com

Last modified: Thu Dec 8 00:30:55 2022