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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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276 - 300 of 826 Reviews for Unsupervised Learning, Recommenders, Reinforcement Learning

By Kush M

鈥�

Mar 20, 2023

An excellent course and specialization to start machine learning with! Thank you to Andrew NG and team!

By Enes B

鈥�

Nov 30, 2024

I really love this course. Andrew NG taught me a lot of new things. I hope I can be someone like him.

By Waseem K

鈥�

Nov 28, 2022

Just as other courses by Andrew Ng, it is another well-structured course. I am grateful to the tutor.

By Namhoang

鈥�

Nov 19, 2023

Thank you for making a good course. The concepts are well explained with lab to see how things work.

By Nitin C

鈥�

Apr 2, 2023

Andrew is too good at explaining difficult concepts with such ease. I extremely enjoyed the course !

By Chidiebere N

鈥�

Oct 13, 2022

I really enjoyed every bit of it and feel like I know the basics of machine learning. Thanks, Andy.

By Subodh S

鈥�

Aug 7, 2023

i am very thankful to all the team members for such a great course for a non CS student. thank you.

By Yu-Cheng C

鈥�

Nov 5, 2022

Thanks to this course, it helps me build rock solid and established good concepts in deep learning.

By 鑻廕ack

鈥�

Jul 20, 2024

Definitely one of the most valuable courses to build a fudamental on the field of machine learning

By Daniel O V

鈥�

May 25, 2024

Great course, I've learned so much. I'll be taking additional courses to deepen the knowlege in AI

By Yhobany M G

鈥�

Oct 23, 2022

Excelente curso para todos aquellos que estamos iniciando en el mundo del Aprendizaje Automatico.

By Minhajul A

鈥�

Sep 20, 2025

Very important course for someone who wants to know the details of machine learning fundamentals.

By Serin E

鈥�

Feb 11, 2025

Dear Teacher Andrew makes everything so much more understandable and less complicated, thxx a lot

By Azis M

鈥�

Mar 5, 2023

This course were explain in a way that the student can easily understand it from real world cases

By Prasanna

鈥�

Sep 30, 2022

Thank you Andrew, enjoyed all sessions!. Sincere thanks to all for designing this great course!聽

By Adi B

鈥�

Jul 26, 2024

Explanation was on point and concepts are crystal clear after solving labs and practice quizzes.

By Ramesh B J

鈥�

Dec 28, 2022

I love the course. It helped me a lot. Thank you Mr. Andrew Ng for making me learn step by step.

By Chandan A

鈥�

Aug 17, 2022

Fantastic illustration and great explanation..loved the specialization..Thank you Andrew NG Sir.

By Wagner M

鈥�

Apr 22, 2025

Excelente curso! Muy completo y Andrew es un gran profesor, explica con detenimiento y detalle.

By Rakibul H R

鈥�

Oct 27, 2023

This is true that I have a strong passion in lunar lander. I have enjoyed that in this course.

By Sravana K K

鈥�

Jun 13, 2023

Loved everything about this course. The materials are thoughtfully designed and easy to follow.

By Dherick J P

鈥�

Apr 23, 2023

Great Course. Andrew Ng is such a wonderful professor. He explains the concepts very carefully.

By yeoh j w

鈥�

Sep 18, 2022

This is really a great course for those who wish to start embarking on the ML journey! love it

By Francisco S A

鈥�

Aug 3, 2023

Again a masterclass on how to introduce such a complex topic. Thank you Andrew and your team!

By Gao

鈥�

Mar 5, 2023

very enlightening courses! I found my mastery of the machine learning improved significantly!