Free

Machine Learning: Unsupervised Learning

Course

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

Last Updated March 7, 2022

Prerequisites:

No experience required

Course Lessons

Lesson 1

UL 1 - Randomized Optimization

Lesson 2

UL 2 - Clustering

Lesson 3

UL 3 - Feature Selection

Lesson 4

UL 4 - Feature Transformation

Lesson 5

UL 5 - Info Theory

Lesson 6

Final Project for Udacity Students

Taught By The Best

Charles Isbell

Instructor

Michael Littman

Instructor

Pushkar Kolhe

Instructor

The Udacity Difference

Combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our proven upskilling system goes after success—relentlessly.

Demonstrate proficiency with practical projects

Projects are based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

Gain proven experience
Retain knowledge longer
Apply new skills immediately

Top-tier services to ensure learner success

Reviewers provide timely and constructive feedback on your project submissions, highlighting areas of improvement and offering practical tips to enhance your work.