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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: 4,916
Рецензии: 881

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

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.

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.

Фильтр по:

551–575 из 884 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Tarak N

9 июля 2020 г.

Excellent course.

автор: TOMIN J 1

24 мая 2020 г.

Excellent course!

автор: Juan D P

12 апр. 2020 г.

Excellent course!

автор: cordeliazhu

10 нояб. 2019 г.

Fantastic courses

автор: Paulo Y C

17 янв. 2019 г.

Awesome material!

автор: Kevin B

20 сент. 2018 г.

Great coursework!

автор: Ashish R

26 авг. 2018 г.

Excellent Course!

автор: Shuang D

7 мая 2018 г.

excellent course!

автор: Favre d M

30 авг. 2021 г.

very good course

автор: Subasinghe M R S S

30 мая 2021 г.

good, thanks all

автор: Javas A B Y P

27 мар. 2021 г.

This is amazing!

автор: Dhanar B P

24 мар. 2021 г.

very challenging

автор: Tanvir H

17 мар. 2021 г.

I loved this one

автор: Luis L

1 мар. 2021 г.

Excellent course

автор: Apurba G

21 окт. 2020 г.

Great Experience

автор: Colin H

2 окт. 2020 г.

Excellent course

автор: ANGEL F P A

31 авг. 2020 г.

El mejor curso!!

автор: Sukhvir S

23 авг. 2020 г.

Nice explanation

автор: MARZOUKI A

10 авг. 2020 г.

Excellent course

автор: suriyapriya k

9 авг. 2020 г.

excellent course

автор: Shauvik D

13 апр. 2020 г.

Excellent Course

автор: PARITOSH P

15 мар. 2020 г.

Very good course

автор: Ajita K P

25 сент. 2019 г.

Excellent topics

автор: Sunil M

4 июля 2019 г.

Very good course

автор: Gautham T

16 июня 2019 г.

fantastic course