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Kursteilnehmer-Bewertung und -Feedback für Maschinelles Lernen von Stanford University

4.9
119,195 Bewertungen
29,267 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....

Top-Bewertungen

RD

Mar 31, 2018

Perhaps the greatest instructor and the greatest course, I enjoyed it so much I had continued to do it in between my exams and looking forward fto start or deeplearning,ai specialization in a few days

ML

Aug 19, 2017

Very helpful and easy to learn. The quiz and programming assignments are well designed and very useful. Thank Prof. Andrew Ng and coursera and the ones who share their problems and ideas in the forum.

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25801 - 25825 von 28,373 Bewertungen für Maschinelles Lernen

von James S

Oct 26, 2019

great teaching.

von Amit C

Oct 26, 2019

Thank you for putting so much effort and thought into this course. It certainly made it possible for me to dive into the field of machine learning, and get a basic understanding of the techniques and considerations needed for tackling this subject.

I would like to suggest to add more practice programming exercises, especially on the topics introduced later in the course. For example, programming assignment #8 practically only required very little programming - especially for people who are familiar with vectorized computation. I would like to see more programming challenges to train myself on the deep concepts behind collaborative filtering and recommender systems, for example.

I enjoyed this course very much. Thanks!

von Budhaditya R

Oct 26, 2019

This course is a widely popular Basic course for Machine Learning. Well explained all the topics. I enjoyed this course very much.

von Minh H N D

Oct 23, 2019

Splendid!

von YUANYUAN Q

Oct 24, 2019

Thanks very much for applying this course! I have learned so much knowledge about ML. This class help me better anderstand ML and matlab language and makes my career easier and more competitive.

Thaks very much again!

von Mahmudul H

Oct 24, 2019

Excellent explanation !!

von songwupei

Oct 25, 2019

如此的的有趣!打开了一个新世界!

von Maurício C

Oct 23, 2019

Excellent teacher

von Gagan K G

Oct 24, 2019

Thanks to Prof Andrew, for explaining the fundamentals of such a complex subject in a simple yet elegant way. The best was the flexibility to finish the course, together with the depth of the contents covered. Many more will continue to benefit from this !

von Niroshan

Oct 24, 2019

Very good course, highly recommended!! Maybe try to include programming exercises in other languages suchlike python, R etc.

von Fang G

Oct 24, 2019

The principles of machine Learning are well explained.

von Dominique M

Oct 25, 2019

very high level and progressive course, I'm so thankful to Andrew NG who is a great teacher with great pedagogy !

von Teron N

Oct 25, 2019

This is my first and excellent course in Machine Learning for a new beginner. Everything is perfect from the teaching, instructions and programming practices.

von Mohammad A Q

Oct 25, 2019

The content of this course was created by someone who has obviously a huge experience not only in machine learning but also in teaching!

von Maximilian R

Oct 26, 2019

The course gives a good overview of the topic "machine learning" and demystifies many key words which have been discussed so often in recent days. Furthermore the lecturer prepared a brilliant educational concept to understand "machine learning".

von PING

Oct 27, 2019

Thanks, NG

von Juan A O Z

Oct 27, 2019

Excelente curso, muy práctico y con ejemplos claros de como llevarlo y realizarlo en la vida real.

von PAUL J

Oct 28, 2019

Very good introduction course, perfect for starting in this field of studies! Prof Ng strives to make complex concepts quite understandables!

von Eyal M

Oct 28, 2019

Great introduction course to Machine Learning. This course goes over different kinds of learning algorithms and, very importantly, approaches to developing Machine Learning applications.

von Sunitha A

Oct 28, 2019

A good course for learning the basic concepts about Machine Learning.Andrew Ng is a very good teacher and he makes even the most difficult things understandable. Thank you sir for spending so many hours for designing this beautiful course.

von Ruthvik M

Oct 29, 2019

This course has taught me so much in such a less span of time. Everything from the tutor to the way the videos and concepts are structured to the way the programming assignments are planned is simply outstanding. This is my first course on Coursera and I have already become a huge fan of it.

von Jayant D B

Oct 29, 2019

Machine learning course is well organized and prepared. Andrew Sir is a great teacher. He explained all concept in well manner. Thank you coursera and Stanford University.

Thank you Andrew Ng Sir

von Sarath L

Oct 29, 2019

Excellent and awesome ,if are interested in ML... you have to have this course completed.I recommend for anyone who are interested in ML.

von Mainak B

Oct 29, 2019

Thank you Sir for the wonderful course. The concepts were taught in such a way (using geometry and mathematics) that helped me generate an intuition about the concepts. The course had wonderful quizzes and the programming exercises were really great. The programming exercise will help any learner think more deeply and get the experience of how to implement the algorithms.

Thank you so much Prof. Andrew!!

von Aria S

Oct 30, 2019

Simply the go-to course for starters in ML. Loved it