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返回到 Unsupervised Learning, Recommenders, Reinforcement Learning

学生对 DeepLearning.AI 提供的 Unsupervised Learning, Recommenders, Reinforcement Learning 的评价和反馈

4.9
5,563 个评分

课程概述

In the third course of the Machine Learning Specialization, you will: • Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection. • Build recommender systems with a collaborative filtering approach and a content-based deep learning method. • 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’s 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’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start....

热门审阅

TF

Jul 17, 2023

I hope more and more engineers in Japan take this course.The joy of learning machine learning with the world's top lecturer far outweighs the pain learning the subject in the non-native language.

SA

Sep 22, 2025

Thank you so much this is a great course, and thanks for the financial aid that enabled me to study the course and improve my skills and career. this specialization is so valuable and useful.

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351 - Unsupervised Learning, Recommenders, Reinforcement Learning 的 375 个评论(共 878 个)

创建者 Tim N

Feb 15, 2023

A very good background into a wide range of areas relating to machine learning

创建者 Cholpon D

Dec 15, 2024

It was a super journey to the world of Machine Learning. I really enjoyed it!

创建者 Thinh T D

Jan 2, 2024

This is a great course, explain detail everyone can learn! Thank team a lots!

创建者 Pascal U E

Sep 11, 2022

The best of his kind, I am not a newby in ML, but I was able to learn a lot !

创建者 Shreyansh G

Aug 19, 2024

Thank you Andrew sir and rest team member for this excellent course. Love it

创建者 Minh L

Nov 1, 2023

The course is great! However i hope Recommender System part could be longer!

创建者 Daniel G

Apr 14, 2023

It covers all the basics of ML in a comprehensive manner. Highly recommended

创建者 הילה מ

Dec 4, 2022

Thank you very much! This is an exellent course. Please add Hebrow subtitles

创建者 Abdelbasset O

Nov 27, 2022

A great challenge and as always prof's Andrew ng delivery is simply perfect.

创建者 Annabell M

Nov 3, 2022

excellently taught! I wish more classes/ courses were taught in this format.

创建者 Kathan

Apr 21, 2026

Great experience and learning can be fun too with Professor like Andrew Ng.

创建者 Erick S P

Mar 4, 2025

This course was pleasant introduction to topics that I've never seen before

创建者 Kesavan C

Jan 30, 2025

Unsupervised learning was new concept to me, but I now fully understand it.

创建者 Daniel F

Feb 21, 2024

Truly inspirational and a wealth of knowledge and enthusiasm from Andrew Ng

创建者 Mahdieh

Jun 8, 2023

Incredible course!

Thank you Andrew for sharing all these information to us!

创建者 Leviathan Z

Apr 7, 2024

thanks to Andrew I had a really wonderful time learning this online course

创建者 MALOTH R

Jul 1, 2025

i had a great learning experience through this course of machine learning

创建者 Valentino A

Aug 5, 2024

Best course I´ve ever had. It´s just mind blowing, and Andrew is a genius

创建者 Adam R

Jul 28, 2024

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

创建者 Max-coder46

Apr 16, 2024

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

创建者 Imya F

Apr 20, 2023

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

创建者 Vo V T

Jan 20, 2026

Thanks Andrew Ng dedication through these 3 courses. Thank you so much

创建者 Shaikh H I

Aug 31, 2025

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

创建者 Marta J

Feb 1, 2025

Great training covering the most important topics in Machine Learning!

创建者 Pawan P P

Mar 29, 2024

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