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Machine Learning with Python (IBM)

on Coursera

Week 1

  • Introduction to Machine Learning
  • Python for Machine Learning
  • Supervised Vs Unsupervised Learning

Week 2

  • Linear Regression
    • Simple Linear Regression
    • Multiple Linear Regression
  • Non-Linear Regression
    • Non-Linear Regression
    • Polynomial Regression

Week 3

  • Classification
    • K-Nearest Neighbours (KNN)
    • Decision Trees
    • Logistic Regression
    • Support Vector Machine (SVM)

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