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Experiences in Machine Learning: NYU Course 480: Machine Learning & my personal experiences. Work in Perceptron Algorithm, Pegasos Algorithm & Mutli-Class Pegasos Algorithm.
Python Java C++ C
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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
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