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Voltar para Aprendizagem Automática

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

163,433 classificações
41,928 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

13 de Jul de 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.

20 de Jul de 2019

Exceptionally complete and outstanding summary of main learning algorithms used currently and globally in software industry. Professor with great charisma as well as patient and clear in his teaching.

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251 — 275 de 10,000 Avaliações para o Aprendizagem Automática

por Lukas C

31 de Out de 2020

VERY GOOD!!!! BEST CLASS TO LEARN Machine Learning as a beginner and easy, pretty concise intuitions.

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 Sarbaseesh G

4 de Ago de 2021

it gives you the adequate support for your little baby steps to walk into the wonderful ML world

por Yu-Shih C

4 de Jan de 2019

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

por syh

9 de Fev de 2020


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



por Phanidhar 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


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 Sahibjot S

14 de Mar de 2021

Excellent course !! Way of teaching of Sir Andrew Ng is superb.

por Mrinal G

17 de Jan de 2020

Best Online Machine Learning Course available. Excellent tutor.

por carol

3 de Ago de 2020





por zhiyiwang

15 de Set de 2019

Very understandable and straightforward class for beginners.

por akhilteja b

28 de Jul de 2021

best course to learn basics and depth of machine learning

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.