Featured resource
2026 Tech Forecast
2026 Tech Forecast

1,500+ tech insiders, business leaders, and Pluralsight Authors share their predictions on what’s shifting fastest and how to stay ahead.

Download the forecast
  • Course

Machine Learning Explained

Most people hear "AI" and picture a chat assistant, but estimating a price or flagging fraud needs a different tool. This course will teach you what machine learning does well, when to use it over generative AI, and when to trust a prediction.

Beginner
29m

Created by Sergio Cruz

Last Updated Oct 27, 2026

Course Thumbnail
  • Course

Machine Learning Explained

Most people hear "AI" and picture a chat assistant, but estimating a price or flagging fraud needs a different tool. This course will teach you what machine learning does well, when to use it over generative AI, and when to trust a prediction.

Beginner
29m

Created by Sergio Cruz

Last Updated Oct 27, 2026

Get started today

Access this course and other top-rated tech content with one of our business plans.

Try this course for free

Access this course and other top-rated tech content with one of our individual plans.

This course is included in the libraries shown below:

  • Core Tech
What you'll learn

AI that writes fluent answers is everywhere, and it's easy to blur it with machine learning. But a price, a risk score, or a fraud flag that someone has to defend to an auditor needs a different kind of answer. In this course, Machine Learning Explained, you'll gain the ability to tell which kind of problem is in front of you and when a prediction is safe to act on. First, you'll explore why machine learning trades certainty for probability. Next, you'll discover the handful of problems it handles well and where the time and money go. Finally, you'll learn how to divide the work between machine learning and generative AI, and what to bring to a specialist. When you're finished with this course, you'll have the skills and knowledge of machine learning needed to put the right tool on the right problem.

Machine Learning Explained
Beginner
29m
Table of contents

About the author
Sergio Cruz - Pluralsight course - Machine Learning Explained
Sergio Cruz
8 courses 4.8 author rating 26 ratings

Sergio is a senior engineering leader who builds high-performing teams and software people actually want to use. He’s passionate about scaling orgs, mentoring engineers, and aligning technology with real business impact.

2025 Forrester Wave™ names Pluralsight as a Leader among tech skills dev platforms

See how our offering and strategy stack up.

forrester wave report