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返回到 机器学习

學生對 斯坦福大学 提供的 机器学习 的評價和反饋

4.9
125,257 個評分
30,693 條評論

課程概述

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....

熱門審閱

RR

May 19, 2019

This is the best course I have ever taken. Andrew is a very good teacher and he makes even the most difficult things understandable.\n\nA big thank you for spending so many hours creating this course.

AA

Nov 11, 2017

Great teaching style , Presentation is lucid, Assignments are at right difficulty level for the beginners to get an under the hood understanding without getting bogged down by the superfluous details.

篩選依據:

126 - 机器学习 的 150 個評論(共 10,000 個)

創建者 Sohan J S

Jun 06, 2019

It was an amazing experience in learning Machine learning. I learnt a lot from this course. I thank the instructor, Prof. Andrew.

創建者 Anish K A

Feb 22, 2019

Excellent course. I am not an expert in mathematics, but this course gives me a very good understanding of ML and algorithms.

創建者 Joydeep S

Nov 07, 2018

Excellent course. Anyone interested in Machine Learning should definitely take this course. Thanks Andrew for making this.

創建者 Cosmin V N

Aug 07, 2015

Amazing course. Complex topics explained in a way that anyone with a rudimentary understanding of math can follow.

創建者 Naveen K

Sep 19, 2019

One of the best Machine learning course :) Andrew's way of teaching is really a masterpiece :) Thank you Coursera

創建者 Luka B

Jan 30, 2019

Great course, only a bit updated. Would be wonderfu if there was an update (or additional week of two) for 2019!

創建者 Mai S

Jun 06, 2019

Thanks Andrew for this informative course. I am looking forward to taking deep learning specialize as well.

創建者 Anton S

Mar 21, 2019

It's a good way to get an understanding of machine learining principles and to improve your English.

創建者 dinh

Dec 15, 2018

Great course on Machine Learning. I learned a lot!

Thanks to Professor Andrew NG and all the mentors.

創建者 YuShih C

Jan 04, 2019

Great introductory course for Machine Learning using MATLAB/Octave. Highly recommended.

創建者 runner_yang

Jul 25, 2019

Thank you sincerely! I have learned a lot through this course. I love Ng and coursera!

創建者 Mohammed R

Aug 07, 2015

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

創建者 Erasmo G M S

Oct 02, 2018

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

創建者 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

創建者 MRINAL G

Jan 17, 2020

Best Online Machine Learning Course available. Excellent tutor.

創建者 zhiyiwang

Sep 16, 2019

Very understandable and straightforward class for beginners.

創建者 Donny I

Dec 15, 2019

very usefull to study the fundamental of machine learning

創建者 Dhruva

Jan 02, 2020

A exceptionally great course for beginners in the field.

創建者 Sasker G

Jun 05, 2019

Great course to understand how machine learning works!

創建者 Mohammed M

Apr 03, 2019

I learned a lot from this course, very recommended

創建者 陶宇航

Jan 17, 2020

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

創建者 个a

Apr 02, 2019

excellent class.worth your time and thank you ng

創建者 Roei B

Jan 18, 2019

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

創建者 zhaoyi

Jan 02, 2020

Very good intro course to machine learning

創建者 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!