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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
5,340 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

AS

Jun 1, 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 .

AS

Oct 9, 2024

This is a good beginner course . I have been reading around topics and when you jumble around it is hard to follow. This course structure was what i was looking for. i would recommend this to others

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326 - Unsupervised Learning, Recommenders, Reinforcement Learning 的 350 个评论(共 839 个)

创建者 Sal T

Sep 10, 2024

Stright forward, and very useful content. Fantastic for a practical introduction.

创建者 Michael R

Oct 31, 2023

One of the warmest and knowledgable instructors I've ever had! May God bless him.

创建者 Dolrie S

Apr 12, 2023

well spent and a good teacher is not about the material but the way they teach us

创建者 Maurizio A

Feb 11, 2023

Simply fantastic! Thank you to all professors and authors of this specialization.

创建者 Koustav P

Sep 14, 2022

Very detailed. Fortunately I work in this domain so found it easier to complete.

创建者 David C

Apr 11, 2023

Es amigable aunque no se tengan tantos fundamentos de matemáticas o programación

创建者 R.M. R

Jan 24, 2024

Excellent course to understand maths and science behind Reinforcement Learning.

创建者 Kashif M

Oct 15, 2023

Great to learn unsupervised learning especially DRL and the mathematics behind!

创建者 Sandile T

Jul 27, 2023

Learning Reinforcement at a scientific level, coupled with real life projects.

创建者 George H

Jul 15, 2023

Excellent course. Explanations and examples are didactic. I strongly recommend.

创建者 Tim L

Jun 24, 2023

The course help me understand unsupervised learning very well. Thank you Andrew

创建者 R. H G

Jul 1, 2025

"It's been a very satisfying and beneficial experience to follow this course."

创建者 anvesh r

Nov 26, 2024

This course is very helpful in understanding the concepts from beginner level.

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 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.