Get started with machine learning

Overview

This learning path is designed for anyone interested in quickly getting up to speed with machine learning. The learning path consists of step-by-step tutorials with hands-on demonstrations where you will build models and use them in apps. You’ll use Python and scikit-learn to build and test the models.

Skill level

Beginner

Estimated time to complete

Approximately 2 hours.

Learning objectives

Upon completion of this learning path, you will be able to:

  • Understand what machine learning is
  • Understand supervised versus unsupervised learning
  • Perform data exploration and preprocessing
  • Prepare and train a classification model
  • Understand linear regression
  • Know the basics of solving a classification-based machine learning problem
  • Understand and use clustering algorithms using Python and scikit-learn