• Data Science Foundations
  • I PREFACE
  • Welcome to the General Data Science – Machine Learning (ML) Layer
    • 📘 What You’ll Learn
  • II MACHINE LEARNING
  • 1 What is the goal of supervised learning?
    • 1.1 Explanation
    • 1.2 R Code
  • 2 How do you split a dataset into training and test sets?
    • 2.1 Explanation
    • 2.2 R Code
  • 3 How do you train a classification model using logistic regression?
    • 3.1 Explanation
    • 3.2 Python Code
    • 3.3 R Code
  • 4 How do you evaluate a classification model?
    • 4.1 Explanation
    • 4.2 Python Code
    • 4.3 R Code
  • 5 How do you train a decision tree for prediction?
    • 5.1 Explanation
    • 5.2 Python Code
    • 5.3 R Code
    • 5.4 R Code
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Machine Learning for General Data Science

Machine Learning for General Data Science


Last updated: July 06, 2025