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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: 4,775
Рецензии: 850

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

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.

JT
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.

Фильтр по:

576–600 из 853 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Rajesh Y

28 апр. 2020 г.

Course is good

автор: N'guessan L R G

14 апр. 2020 г.

Amazing Course

автор: Camilo A F B

18 нояб. 2019 г.

A great course

автор: Voravich C

5 окт. 2019 г.

Great course!!

автор: Nikhil K

2 окт. 2018 г.

Great course !

автор: Aldi I A

3 мар. 2021 г.

Alhamdulillah

автор: Amit R

17 сент. 2020 г.

A nice course

автор: Hee-Jin L

21 дек. 2019 г.

great course!

автор: omid p s e

11 сент. 2019 г.

it's amazing.

автор: Emmanuel A

6 сент. 2019 г.

Great course.

автор: Bình Q

9 июля 2021 г.

KeepMoving!!

автор: Opas S

14 июля 2020 г.

Great course

автор: JOYDIP M

11 июня 2020 г.

very helpful

автор: latheesh K

4 июня 2020 г.

Great course

автор: Lahiru D

15 сент. 2019 г.

Great course

автор: Muhammad A S M

9 мар. 2021 г.

RECOMMENDED

автор: Nandyala s k

2 дек. 2020 г.

good course

автор: VIGNESH S

24 авг. 2020 г.

Great work.

автор: Vidhya A P

12 авг. 2020 г.

Very Useful

автор: Kirill T

21 июля 2020 г.

Pretty good

автор: Suyash S P

18 июля 2020 г.

Good Course

автор: Suhas S

20 мая 2020 г.

Nice Course

автор: Krish T

21 апр. 2020 г.

ITS AMAZING

автор: 馬健原

16 дек. 2018 г.

Good Course

автор: ChaoLin

24 нояб. 2018 г.

nice course