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Вернуться к Mathematics for Machine Learning: Multivariate Calculus

Отзывы учащихся о курсе Mathematics for Machine Learning: Multivariate Calculus от партнера Имперский колледж Лондона

4.7
звезд
Оценки: 4,906
Рецензии: 878

О курсе

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a function. We then start to build up a set of tools for making calculus easier and faster. Next, we learn how to calculate vectors that point up hill on multidimensional surfaces and even put this into action using an interactive game. We take a look at how we can use calculus to build approximations to functions, as well as helping us to quantify how accurate we should expect those approximations to be. We also spend some time talking about where calculus comes up in the training of neural networks, before finally showing you how it is applied in linear regression models. This course is intended to offer an intuitive understanding of calculus, as well as the language necessary to look concepts up yourselves when you get stuck. Hopefully, without going into too much detail, you’ll still come away with the confidence to dive into some more focused machine learning courses in future....

Лучшие рецензии

SS
3 авг. 2019 г.

Very Well Explained. Good content and great explanation of content. Complex topics are also covered in very easy way. Very Helpful for learning much more complex topics for Machine Learning in future.

DP
25 нояб. 2018 г.

Great course to develop some understanding and intuition about the basic concepts used in optimization. Last 2 weeks were a bit on a lower level of quality then the rest in my opinion but still great.

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451–475 из 881 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Luciano M

15 сент. 2018 г.

Fantastic course with a very nice accent! :-)

автор: Marco C

30 апр. 2018 г.

Another fantastic course by Imperial College.

автор: wang x

31 авг. 2019 г.

Very friendly for some one new to the topic.

автор: Teiichi A

5 авг. 2021 г.

E​njoyed leaning a lot with the instructors

автор: Pranav N

25 авг. 2020 г.

Great continuation from the previous course

автор: Manmohan K

15 авг. 2020 г.

Such good visualizations! Must have course.

автор: JARMOUNI A

15 апр. 2020 г.

Excellent course, I have really enjoyed it.

автор: UMAR T

10 мар. 2020 г.

excellent course taught by the instructors.

автор: Claudio P

30 дек. 2019 г.

Excellent material and awesome instructors!

автор: Moez B

10 сент. 2019 г.

Excellent course with engaging instructors.

автор: Greg B

30 окт. 2018 г.

Great course with highly relevant material.

автор: Kevin C

5 авг. 2021 г.

well structured course. Thank you for this

автор: Krishna E G

14 сент. 2020 г.

Very informative, thanks to team coursera.

автор: BHARAT K

13 июля 2020 г.

think you for imperial college of london

автор: AYUSH M

17 июня 2020 г.

Excellent primer for multivariate calculus

автор: Rajkumar R

13 июня 2020 г.

I enjoyed the journey of learning with ICL

автор: Arthur Z

3 июля 2018 г.

Very high quality lecturers and material.

автор: Chandan K S

29 окт. 2020 г.

great course. love it. Thanks Coursera

автор: Sai G B A

4 июня 2020 г.

It was awesome diving into ml algorithms

автор: Learner4Life

10 нояб. 2018 г.

Great course! Especially the first half.

автор: Jorge C

30 окт. 2021 г.

Excelente curso. Necesario y didáctico.

автор: Angel G

28 июля 2020 г.

Un excelente curso. An excellent course

автор: Shashank S

13 нояб. 2019 г.

A nice course on multivariate calculus.

автор: 희랑 이

12 февр. 2019 г.

I think this course will help me a lot.

автор: Srikar V

8 апр. 2018 г.

One of the best courses that I've done!