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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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351 - 375 of 826 Reviews for Unsupervised Learning, Recommenders, Reinforcement Learning

By Adam R

鈥�

Jul 29, 2024

Best teacher! and made it so fun! can't wait to take it all over again!

By Max-coder46

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Apr 16, 2024

A great wealth of knowledge for beginners in AI, I highly recommend it!

By Imya F

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Apr 20, 2023

Andrew is a fantastic teacher, and the practice tasks were very useful!

By Shaikh H I

鈥�

Sep 1, 2025

Thank you so much, sir. I have learned lot of things from this course.

By Marta J

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Feb 1, 2025

Great training covering the most important topics in Machine Learning!

By Pawan P P

鈥�

Mar 30, 2024

super beginner-friendly. And I learned a lot. From basics to advanced.

By Ryu b

鈥�

Oct 30, 2022

Excellent course, but wish more math could be included(like optional)

By DEVANSH S

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Feb 25, 2025

my journey with this course is amazing. A big thanks to andrew ng sir

By Baber R

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Jan 22, 2025

I have learned a lot of things. special thanks to Andrew and his team

By Sajjad R K

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Dec 30, 2022

Thanks to Andrew NG, other instructors, and 糖心vlog官网观看, it was perfect.

By mhmd300044

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Nov 25, 2022

It's amazing course ,they exerted a huge efforts on it...thanks a lot

By Julfa M A

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Jul 29, 2024

Thanks so much for the best knowledge I could have from this course!

By MONISH K P

鈥�

Oct 12, 2023

ITS REALLY HELPFULL TO LEANR MORE NEW NEW THINGS IN MACHINE LEARNING

By Sam Z

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Sep 16, 2023

Thanks, Prof Andrew and team, I am honored to say I am your student.

By Abayomi A

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Dec 21, 2023

Great course, this course was taught with great real world examples

By Pulkit S

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Mar 23, 2025

Excellent. All basic concepts explained. Very practical in nature.

By Ryan M

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Oct 8, 2024

Professor Ng is a terrific teacher! I really enjoyed this course!

By Mohammadreza G

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Aug 29, 2022

It was an excellent experience for me. I recommend you enjoy it ;)

By Zabeeh u N

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Oct 9, 2025

i bte this is a best course availabel to learn fundamentals of ML

By Svyatoslav B

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Sep 26, 2024

This course will enrich your knowledge and expand your horizons!!

By Anjula U

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Jun 24, 2023

Thank you very much Andrew Ng, DeepLearning.AI and Sanford Online

By Raunak R

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Apr 19, 2023

the course was amazing and i learned many thing from this course

By Vivek A

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May 27, 2025

Absolute perfection in explaining the concepts by Mr. Andrew NG.

By Yang Y

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Sep 19, 2024

Intuitive, practical, at the right level of depth for beginners.

By Mohammad A J (

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Oct 4, 2023

the content presented on this course was great and brief. thanks