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Voltar para Aprendizagem Automática

Comentários e feedback de alunos de Aprendizagem Automática da instituição Universidade de Stanford

4.9
estrelas
149,806 classificações
38,187 avaliações

Sobre o curso

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....

Melhores avaliações

DW

Feb 20, 2016

Fantastic intro to the fundamentals of machine learning. If you want to take your understanding of machine learning concepts beyond "model.fit(X, Y), model.predict(X)" then this is the course for you.

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.

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201 — 225 de 10,000 Avaliações para o Aprendizagem Automática

por dinh

Dec 15, 2018

Great course on Machine Learning. I learned a lot!

Thanks to Professor Andrew NG and all the mentors.

por YuShih C

Jan 04, 2019

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

por syh

Feb 09, 2020

从机器学习新人、小白,通过这门课程充分理解了机器学习的原理,掌握了一些机器学习的技巧,并能够根据学到的知识,举一反三,应用到更复杂的机器学习算法的理解中。总而言之受益匪浅。

por runner_yang

Jul 25, 2019

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

por Zihao Z

Feb 10, 2020

8个exercise出的非常好,程序中给的note和hint有助于理解计算过程、加深记忆。

吴恩达老师英语很有亲和力,对于我这样的英语听力一般的人来说非常友好

por Phani M

May 25, 2020

It would be great if the assignments would be in python rather than octave.

por Mohammed R

Aug 07, 2015

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

por Erasmo G M S

Oct 02, 2018

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

por 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

por Mattias J

Apr 24, 2020

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

por Shrey S

Jun 03, 2020

Terrific introduction course and taught in a very engaging manner!

por MRINAL G

Jan 17, 2020

Best Online Machine Learning Course available. Excellent tutor.

por 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!

por zhiyiwang

Sep 16, 2019

Very understandable and straightforward class for beginners.

por Donny I

Dec 15, 2019

very usefull to study the fundamental of machine learning

por Dhruva

Jan 02, 2020

A exceptionally great course for beginners in the field.

por Maurya R

Jun 03, 2020

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

por Sasker G

Jun 05, 2019

Great course to understand how machine learning works!

por Mohammed M

Apr 03, 2019

I learned a lot from this course, very recommended

por Yuhang T

Jan 17, 2020

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

por yi g

Apr 02, 2019

excellent class.worth your time and thank you ng

por Roei B

Jan 18, 2019

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

por zhaoyi

Jan 02, 2020

Very good intro course to machine learning

por 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!

por Hamed B

Jun 05, 2019

THE BEST COURSE IN ML BY FARRRRRRRR