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Bewertung und Feedback des Lernenden für Maschinelles Lernen von Stanford University

169,865 Bewertungen
43,440 Bewertungen

Über den Kurs

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....



19. Juni 2018

good course; just 2 suggestions: improve the skew data part (week 6) and furnish the formula to evaluate the number of iteration in the window from image dimension, window dimension and step (week 11)


2. März 2022

Thank you Andrew for giving your all in this piece. Definitely a springboard for starting a career in machine learning. I enjoyed it and can't wait to start applying the concepts and steps in my work.

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276 - 300 von 10,000 Bewertungen für Maschinelles Lernen

von Joe C

23. Feb. 2022

Thsi course is an eye-opener. Learned so much. Thanks Professor Andrew Ng.

von Phani M

25. Mai 2020

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

von Mohammed R

7. Aug. 2015

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

von Gabriel M

2. Okt. 2018

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

von 王奇

6. Aug. 2015


von Mattias J

24. Apr. 2020

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

von Shrey S

3. Juni 2020

Terrific introduction course and taught in a very engaging manner!

von Sahibjot S

14. März 2021

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

von Mrinal G

17. Jan. 2020

Best Online Machine Learning Course available. Excellent tutor.

von carol

3. Aug. 2020





von zhiyiwang

15. Sep. 2019

Very understandable and straightforward class for beginners.

von Akhilteja B

28. Juli 2021

best course to learn basics and depth of machine learning

von Donny I

15. Dez. 2019

very usefull to study the fundamental of machine learning

von Dhruva

2. Jan. 2020

A exceptionally great course for beginners in the field.

von Maurya R

3. Juni 2020

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

von Sasker G

5. Juni 2019

Great course to understand how machine learning works!

von Kenneth L

16. Feb. 2022

It 's a best elementary course for machine learning.

von Mohammed M

3. Apr. 2019

I learned a lot from this course, very recommended

von Ashkan M

5. März 2022

why we have to pay for certificate i want it free

von Yuhang T

17. Jan. 2020

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

von 个a

2. Apr. 2019

excellent class.worth your time and thank you ng

von Roei B

17. Jan. 2019

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

von zhaoyi

2. Jan. 2020

Very good intro course to machine learning

von Zilin L

7. Juni 2019




von sanket v

2. März 2022

Exceptionally well with all concepts