Machine-Learning

Assignments from Course in Machine Learning

• Problem Set 1 (Assignment 1)

  • Spam & non-spam emails,
  • Implementing a Perceptron algorithm,
  • Algorithm to decide if the validation & test data is either spam or not-spam

• Problem Set 2 (Assignment 2)

  • Implementing Support Vector Machines, specifically:
    • the Pegasos Algorithm,
    • the Pegasos Algorithm for multiple-classes