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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
5,299 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

AM

Mar 11, 2024

This course has offered invaluable insights and clarity in understanding machine learning concepts. It was a nice journey towards understanding practical application and complex concepts made easy.

HZ

Jul 22, 2024

Got insights to what Recommender systems are and how it recommends user based on their usage and got to know how Reinforcement learning works and Successfully landed the lunar lander.

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801 - 825 of 829 Reviews for Unsupervised Learning, Recommenders, Reinforcement Learning

By Mayank D

鈥�

Dec 11, 2023

the practice assignments were very disturbing and took lot of time

By Wassim R

鈥�

Jun 1, 2023

Thank you.

I suggest adding more optional labs before practie labs.

By KUSUMLATA K

鈥�

Nov 25, 2024

The assignment are very useful and informative, thanks alot.

By Bilal H

鈥�

Aug 20, 2025

Awesome, happy to complete this course from ANDRE NG.

By vaibhav v

鈥�

Mar 31, 2024

I think the exercises could be a bit more challenging

By Rezvan P

鈥�

Jun 26, 2025

That is the best course that I finding for beginners

By Nathan H

鈥�

Oct 17, 2023

great foundational course with the fundamental math

By Manu C

鈥�

Nov 19, 2024

Me gustar铆a que hubiera mas ejercicios pr谩cticos.

By Vasanthan B

鈥�

Aug 20, 2024

Excellent curriculum for AI/ML beginners.

By Abhinav P

鈥�

Jan 8, 2024

wish it were more implementation focused

By Vivek J

鈥�

Jul 2, 2023

Best for begineers and little advance

By Kateryna K

鈥�

Mar 16, 2023

I would do more challenging labs

By Sayed A S R

鈥�

Aug 24, 2025

great intro to machine learning

By Jimmy R

鈥�

Dec 6, 2023

Great stuff, learned a lot.

By Zoe

鈥�

Jan 7, 2025

Great for beginner.

By Haseeb A

鈥�

Aug 4, 2025

I enjoyed it a lot

By 賲丨賲賵丿 賮

鈥�

Feb 23, 2025

100% practical

By Areeba Z

鈥�

Jul 9, 2025

fantastic

By vinod t

鈥�

Aug 27, 2022

good.

By Dhruv A

鈥�

Aug 15, 2024

nil

By Yesid J

鈥�

Jul 28, 2024

Mucha teor铆a, poca pr谩ctica.

By Sumit S

鈥�

Nov 15, 2022

good experience

By Lior G

鈥�

Dec 29, 2024

i had a lot of problems in the grading even when i was right

By Abdulla A

鈥�

Oct 9, 2025

Lab

By Pranav G

鈥�

Apr 2, 2023

i didnt get to avail my certificate, though it was showing last submission date as 2nd april, i cant submit on 2nd and couldnt get my certificate