Applied Machine Learning Tutorials

Introduction

  • Setting up your Python environment
  • Tutorial 0: Python warm-up
  • Tutorial 1: Introduction to ML and Sklearn

Regression

  • Tutorial 2: Regression with kNN and Linear Regression
  • Tutorial 3: Linear regression with polynomial features

Classification

  • Tutorial 4: Classification with kNN
  • Tutorial 5: Logistic regression + Grid search for hyperparameter tuning

Clustering

  • Tutorial 6: Clustering with K-Means
Applied Machine Learning Tutorials
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