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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: 4,964
Рецензии: 888

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

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.

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:

526–550 из 892 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Vishesh K

14 дек. 2019 г.

Really amazing course....

автор: Shavina R D M

15 мар. 2021 г.

Interesting & Insightful

автор: zan

23 сент. 2019 г.

Amazing time investment.

автор: shubham m

27 июня 2019 г.

good introductory course

автор: Naresh V A

10 сент. 2020 г.

Excellent, Challenging.

автор: Lincoln M d O

3 июля 2020 г.

very instructive course

автор: Gen L

16 нояб. 2019 г.

This course is awesome!

автор: Pham M Q

19 окт. 2019 г.

Very good for beginner.

автор: iorilu

3 июня 2021 г.

interesting and useful

автор: Felipe C

25 апр. 2021 г.

Quite good. Good pace.

автор: Marc G

12 окт. 2018 г.

Brilliant instructors!

автор: YUZE F

30 окт. 2021 г.

thanks! helpful to me

автор: greg m

26 апр. 2020 г.

Very good. Enjoyed it

автор: Subhodip P

28 нояб. 2020 г.

Really leaned a lot

автор: Naveen K

2 дек. 2019 г.

I love this course.

автор: Ka P ( Y

15 окт. 2018 г.

Very well teaching.

автор: Chen T

1 окт. 2018 г.

awesome! I love it!

автор: Hirotoshi O

24 июля 2021 г.

E​xcellent course.

автор: Agung W

26 мар. 2021 г.

a little difficult

автор: Hernan D

20 янв. 2021 г.

Very useful for ML

автор: Andrês R O

29 дек. 2020 г.

Muito bom o curso!

автор: Raju k

20 июля 2020 г.

its amazing course

автор: Himanshu S

2 июля 2020 г.

Loved this course.

автор: Manikant R

8 июня 2020 г.

easy to understand

автор: Zhuoyu C

25 нояб. 2019 г.

Good review for me