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Learner Reviews & Feedback for Machine Learning by Stanford University

4.9
stars
147,918 ratings
37,641 reviews

About the Course

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas....

Top reviews

CC

Jun 20, 2018

good course; just 2 suggestions: improve the skew data part (week 6) and furnish the formula to evaluate the number of iteration in the window from image dimension, window dimension and step (week 11)

MS

Jul 24, 2019

This course is one of the most valuable courses I have ever done. Thank you very much to the teacher and to all those who have made it possible! I will recommend it to all those who may be interested.

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201 - 225 of 10,000 Reviews for Machine Learning

By Mohammed R

Aug 07, 2015

the audio is sometimes noisy, but everything else is perfect, thanks a lot

By Erasmo G M S

Oct 02, 2018

Great!, this was my first aproach to machine learning and I learned a lot

By 王奇

Aug 07, 2015

吴恩达老师的这门课帮助无数学生了解了什么是机器学习,虽然有时候作业会很没有头绪但是通过努力研究一般都能做出来,而且满满的成就感。。感谢andrew

By Mattias J

Apr 24, 2020

A great course to start your journey into the machine learning universe.

By Shrey S

Jun 03, 2020

Terrific introduction course and taught in a very engaging manner!

By MRINAL G

Jan 17, 2020

Best Online Machine Learning Course available. Excellent tutor.

By carol

Aug 04, 2020

吴老师的机器学习讲的非常好,浅显易懂,

理论与实践相结合,易于掌握各个知识点。

谢谢吴老师精彩的讲解。

期待学习吴老师的其他课程!

By zhiyiwang

Sep 16, 2019

Very understandable and straightforward class for beginners.

By Donny I

Dec 15, 2019

very usefull to study the fundamental of machine learning

By Dhruva

Jan 02, 2020

A exceptionally great course for beginners in the field.

By Maurya R

Jun 03, 2020

It is a very good course for Beginners. It's worth it!

By Sasker G

Jun 05, 2019

Great course to understand how machine learning works!

By Mohammed M

Apr 03, 2019

I learned a lot from this course, very recommended

By Yuhang T

Jan 17, 2020

thank you, I have learned a lot from this class.

By yi g

Apr 02, 2019

excellent class.worth your time and thank you ng

By Roei B

Jan 18, 2019

10/10. Andrew is an amazing teacher. Thanks!

By zhaoyi

Jan 02, 2020

Very good intro course to machine learning

By Zilin L

Jun 07, 2019

几乎没有数学要求,老少咸宜。

编程作业设计非常用心,专注于让学生完成核心人物。

好评!

By Hamed B

Jun 05, 2019

THE BEST COURSE IN ML BY FARRRRRRRR

By Bhanuprasad T

Jan 01, 2019

Loved it. Easy and Excellent Course

By Luu V L

Aug 06, 2020

best ML course in the world !!

By Jaspinder S V

Aug 08, 2015

Awesome course for beginners.

By Mulat Y C

Feb 14, 2020

Machine Learning

Data Science

By Mewada A J

Aug 06, 2020

best experience of learning

By 梁驰

Feb 08, 2020

喜欢吴恩达教授的课,讲的非常的好!教授很谦虚!赞赞赞!