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Back to Unsupervised Learning, Recommenders, Reinforcement Learning

Learner Reviews & Feedback for Unsupervised Learning, Recommenders, Reinforcement Learning by DeepLearning.AI

4.9
stars
5,297 ratings

About the Course

In the third course of the Machine Learning Specialization, you will: 鈥� Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection. 鈥� Build recommender systems with a collaborative filtering approach and a content-based deep learning method. 鈥� Build a deep reinforcement learning model. The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated and expanded version of Andrew鈥檚 pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you鈥檙e looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start....

Top reviews

AS

Jun 2, 2025

this was a very good course for build a very strong foundation of machine learnignn and many advance this were also taught, with a whole lot of guidence on every step. really appricated thsi course .

SB

Nov 7, 2022

This course is a brief but thorough introduction. It has a good mixture of theory and practice.Andrew Ng explains every thing very good, understandable and in a fun way.I highly recommend this class!

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426 - 450 of 826 Reviews for Unsupervised Learning, Recommenders, Reinforcement Learning

By OLUWAFEMI A

鈥�

Oct 17, 2022

A fantastic course. Taught simply and completely

By Jair C

鈥�

Sep 29, 2022

Excelent and Innovative course. Congratulations.

By Reginaldo C

鈥�

Feb 12, 2024

I am really amazed by the quality of the course.

By Cornelius K

鈥�

Jul 23, 2023

Very clear, step by step course, easy to follow.

By Alireza K

鈥�

Sep 12, 2022

Thank you Andrew. This is the best course ever.

By Janick Z

鈥�

Nov 19, 2024

Andrew Ng - the best professor I have ever had!

By mazhoud n

鈥�

Aug 18, 2024

a good professional machine learning foundation

By Gehad A

鈥�

Aug 17, 2024

the course was very useful, thank you very much

By bhakta r

鈥�

Sep 10, 2023

Great course for intuition to machine learning!

By Sibal K

鈥�

Jul 18, 2023

unreal course foe machine learning enthusiast !

By Mirco R

鈥�

Apr 1, 2023

Great instructor and content. Can recommend 5/5

By Onwunyi C

鈥�

Jan 17, 2023

One of the greatest courses on Machine Learning

By Karim A 2

鈥�

Oct 1, 2022

Amazing course like usual from deeplearning.ai

By Is18 C

鈥�

Mar 22, 2025

Got the basics rights , phenomenal teacher !!!

By Tazkera H

鈥�

Sep 7, 2023

excellent course and very detailed explanation

By Prince J

鈥�

Aug 14, 2025

very good course detail explanations and labs

By Eduard S

鈥�

Jun 2, 2025

Totally amazing and worth every single penny!

By Milan S

鈥�

Dec 28, 2023

Great course resources and great teaching !!!

By Bonheur M

鈥�

Jun 12, 2025

only one word comes from my heart: thank you

By Stuti G

鈥�

Dec 20, 2024

I have learned machine learning from scratch

By Sophia C

鈥�

Jun 1, 2024

Very professional! kudos to Professor Andrew

By Ahmad S A

鈥�

Jul 28, 2023

It is a good course for self-paced learners.

By mohamed a E

鈥�

Apr 10, 2025

very helpful, weel simplified and explained

By Ahmed F E I

鈥�

Jul 21, 2024

Thanks from all my heart to Prof. Andrew NG

By Lakshminarayanan

鈥�

May 22, 2023

Great introduction into the concepts of RL.