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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

Оценки: 4,956
Рецензии: 887

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

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.

12 нояб. 2018 г.

Excellent course. I completed this course with no prior knowledge of multivariate calculus and was successful nonetheless. It was challenging and extremely interesting, informative, and well designed.

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501–525 из 891 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: ATHUL P

29 сент. 2021 г.

tbh kinda hard for an average guy

автор: Alan

2 авг. 2020 г.

Really enjoyed it. Learned a lot.

автор: Demian P

1 мая 2020 г.

Great content and great lecturers

автор: David L

30 авг. 2019 г.

Hard Course but I learned a LOT!!

автор: Marno B

19 нояб. 2018 г.

Absolutely loved every moment!!!!

автор: Jitender S V

20 июля 2018 г.

Just as great as first course. :)

автор: Yuvaraj K

2 янв. 2022 г.

Good one to build the intuition.

автор: Muhammad T

26 февр. 2021 г.

good course and difficult course

автор: Uria L

30 дек. 2019 г.

A must have for data scientists!

автор: Joseph J

22 авг. 2018 г.

Excellent Review, Just excellent

автор: Omkar L N

3 июля 2020 г.

Great course to build intuition

автор: 刘静怡

14 янв. 2019 г.

Thank you! Really nice course!

автор: NICOLAS L M Q

11 нояб. 2021 г.

Excellent recommended course.

автор: kai k

5 мая 2019 г.

well taught - great activites

автор: Alexei S

29 авг. 2018 г.

Great course. Thank you guys!

автор: Liu X

2 мая 2021 г.

excellent learning material!

автор: Stevani D U

10 мар. 2021 г.

this course very challenging

автор: shuvam p e

2 мая 2020 г.

Very Informative and Useful.

автор: Anant J

24 апр. 2021 г.

it is best course available

автор: Lingjun K

19 сент. 2018 г.

Great learning experience !

автор: Onur B

18 нояб. 2020 г.

Excellent, just excellent.

автор: Thy T

6 февр. 2021 г.

Nice content. Nice course

автор: Melany N M I

6 янв. 2021 г.

Challenging and complete!

автор: Jeff D

31 окт. 2020 г.

Thank you for this course

автор: Waseem S

21 апр. 2020 г.

it is a good solid course