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Machine Learning

Recommended resources

The freely available resources this course will direct you to.

Module 1

Python Foundations for Machine Learning

Module 2

Exploring and Preparing Tabular Data

Module 3

Framing a Supervised Learning Workflow

Module 4

Predicting Numerical Values with Regression

Module 5

Predicting Categories with Classification

Module 6

Generalization, Validation, and Model Selection

Module 7

Clustering and Model Interpretation

Module 8

Building a Reliable End-to-End ML Solution