Introduction to Machine Learning and Data Science


Start Point for Machine Learning and Data Science

This section of the course walks through a high level overview of machine learning, data science, and how they fit in the artificial intelligence ecosystem.

Supervised Learning Algorithms

This section of the course walks through popular supervised learning algorithms, including case studies and explanations for both classification and regression situations.

Unsupervised Learning Algorithms

The guides in this section of the course walk through a number of unsupervised learning algorithms, with a focus on clustering systems.

Machine Learning Terms

This section of the course contains guides that explain key machine learning concepts and terms. You can use it as a reference.

Introduction to Machine Learning Course Project

This section describes the course capstone project for the introduction to machine learning program.