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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Index

Index

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