Train and evaluate regression models

Module
9 Units

Intermediate

Data Scientist

Azure

Regression is a commonly used kind of machine learning for predicting numeric values.

Learning objectives

In this module, you'll learn:

When to use regression models.
How to train and evaluate regression models using the Scikit-Learn framework.

Prerequisites

Basic mathematical concepts
Programming with Python
Familiarity with Jupyter notebooks

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Introduction min
What is regression? min
Exercise - Train and evaluate a regression model min
Discover new regression models min
Exercise - Experiment with more powerful regression models min
Improve models with hyperparameters min
Exercise - Optimize and save models min
Module assessment min
Summary min