Course curriculum

  • 1

    Naïve Bayes and Natural Language Processing

    • Introduction to Naive Bayes and NLP

    • Naive Bayes - Part One - Bayes' Theorem

    • Naive Bayes - Part Two

    • Feature Extraction - Theory and Intuition

    • Feature Extraction - Coding Part One - Manual Example

    • Feature Extraction - Coding Part Two - Scikit-Learn

    • Text Classification Example - Part One

    • Text Classification Example - Part Two

    • Text Classification Project Overview

    • Text Classification Project Exercise Solution