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Voltar para Aprendizagem Automática

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

4.9
estrelas
151,335 classificações
38,609 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

HS
2 de Mar de 2018

My first and the most beautiful course on Machine learning. To all those thinking of getting in ML, Start you learning with the must-have course. Thanks Andrew Ng and Coursera for this amazing course.

TP
25 de Jun de 2020

This course is a very applicable. Professor Ng explains precisely each algorithm and even tries to give an intuition for mathematical and statistic concepts behind each algorithm. Thank you very much.

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

por Luka B

30 de Jan de 2019

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

por Mai S

6 de Jun de 2019

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

por Nguyễn H T

5 de Jan de 2019

This course is absolutely amazing and suitable for ones who want to begin to study about Machine Learning.

por Anton S

21 de Mar de 2019

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

por dinh

15 de Dez de 2018

Great course on Machine Learning. I learned a lot!

Thanks to Professor Andrew NG and all the mentors.

por YuShih C

4 de Jan de 2019

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

por syh

9 de Fev de 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

25 de Jul de 2019

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

por Zihao Z

10 de Fev de 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

25 de Mai de 2020

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

por Mohammed R

7 de Ago de 2015

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

por Erasmo G M S

2 de Out de 2018

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

por 王奇

6 de Ago de 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

24 de Abr de 2020

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

por Shrey S

3 de Jun de 2020

Terrific introduction course and taught in a very engaging manner!

por MRINAL G

17 de Jan de 2020

Best Online Machine Learning Course available. Excellent tutor.

por carol

3 de Ago de 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

15 de Set de 2019

Very understandable and straightforward class for beginners.

por Donny I

15 de Dez de 2019

very usefull to study the fundamental of machine learning

por Dhruva

2 de Jan de 2020

A exceptionally great course for beginners in the field.

por Maurya R

3 de Jun de 2020

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

por Sasker G

5 de Jun de 2019

Great course to understand how machine learning works!

por Mohammed M

3 de Abr de 2019

I learned a lot from this course, very recommended

por Yuhang T

17 de Jan de 2020

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

por 个a

2 de Abr de 2019

excellent class.worth your time and thank you ng