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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
121,373 個評分
29,802 個審閱

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

MN

Oct 31, 2017

Great overview, enough details to have a good understanding of why the techniques work well. Especially appreciated the practical advice regarding debugging, algorithm evaluation and ceiling analysis.

PM

Jul 14, 2019

This course is amazing and covers most of the ML algorithms. I really liked that this course has emphasized math behind each technique which helps to choose the best algorithm while solving a problem.

篩選依據:

226 - 机器学习 的 250 個評論(共 28,922 個)

創建者 Arno B

Nov 24, 2018

Thank you Andrew for this amazing class.

創建者 W Z

Nov 26, 2018

深入浅出

創建者 Adithya K S

Nov 26, 2018

Helped to get the overall foundation of machine learning concepts and the assignments were well framed

創建者 Peter

Nov 26, 2018

Really excellent course on Machine Learning and Andrew Ng is a fantastic instructor. I look forward to doing more of his courses.

創建者 Julio P F

Nov 24, 2018

Un curso muy util. Estructuralmente bien diseñado. Se aprende paso a paso y se recapitulo cada cierto tiempo para no perderla perspectiva. Muy recomendable

創建者 Nuo

Nov 25, 2018

Great course and will continue on deep learning.

I hope to design a ML model in the future for medical diagnoses and reduce the cost of seeing doctors for patients who are not rich and cannot afford medical payment.

創建者 DingMing

Nov 25, 2018

课程涵盖了机器学习常见的知识,学习后加深了对机器学习的理解,非常好。

創建者 Ibraheem T

Nov 26, 2018

Great course, I would recommend it to anyone who wants to learn about Machine Learning and AI.

創建者 Edward F

Nov 26, 2018

learned a lot. fun times.

創建者 Marcin S

Nov 24, 2018

Great course!

創建者 Xinglong S

Nov 24, 2018

Wonderful course! Andrew is a great instructor.

創建者 GATTU S K

Nov 25, 2018

Best tutorial for machine learning, the instructor is explaining the concepts very clearly and it is making easy to understand. The instructor is making ease and feel comfortable to understand by giving good examples.

創建者 Alexander M

Nov 25, 2018

Thanks a lot ! This course is really great! I recieve math background for basics ML algorithms and now its are clear for me!

創建者 金主星

Nov 26, 2018

很好的,谢谢

創建者 NITESH A T

Nov 26, 2018

I have learned a lot of algorithms and numerical problems of Machine Learning from this course.

It is very helpful for me to do best in my project. This course has given me a way for thinking new in machine learning.

創建者 HoangLai

Nov 24, 2018

nice

創建者 Sachin K

Nov 24, 2018

Awesome..

創建者 Ali A

Nov 24, 2018

I recommend this course for everyone willing to master the useful Machine Learning techniques. Thank You !!

創建者 Shyam M

Nov 25, 2018

A very good course for machine learning enthusiastics to start with. Review questions and programming exercises are well designed to help recap the concepts and how to apply machine learning concepts in real. Mentors are very much helpful in helping students in understanding concepts and completing the assignments. I would recommend this as a must do course to all machine learning enthusiastics out there.

創建者 Morgane

Nov 26, 2018

Really good course ! Everything is very clear, it has enough maths for advanced people but still manageable for beginners.

創建者 SW J

Nov 24, 2018

Thank you for your wonderful lecture.

It was very helpful to understand AI and apply it.

thank you.

I hope that Many others listen to this lecture and get help understand AI and apply it.

創建者 LIU X

Nov 24, 2018

感谢Teacher,非常实用!

創建者 Iri

Nov 24, 2018

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