Вернуться к Mathematics for Machine Learning: Multivariate Calculus

4.7
звезд
Оценки: 5,321

## 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.

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.

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## 501–525 из 948 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

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!

автор: Kukuh I M

26 мар. 2022 г.

Cool Sir! I love it! thank you so much

автор: SYED H

17 сент. 2020 г.

Very good course to refresh the basics

автор: Muhammad A A M A Y

31 авг. 2020 г.

great instructors, amazing mathematics

автор: Arjunsiva S

22 авг. 2020 г.

Thanks a lot. The lecturers were great

автор: K P

22 июля 2020 г.

Good course and excellent assignments!

автор: Marco K

7 мая 2020 г.

Very well taught course; good build up

автор: Marin S

29 нояб. 2020 г.

Superb. Very informative and usefull.

автор: Daria B

27 сент. 2020 г.

Very entertaining, good for beginners

автор: Sethu N O G

1 авг. 2020 г.

very good course. I totally loved it.

автор: movies d

23 июля 2021 г.

Wonderful kickstart for learning ML.

автор: Shitanshu B

30 авг. 2020 г.

Thanks for such a wonderful course .

автор: Bahar A

14 авг. 2020 г.

It was really helpful. Thanks a lot.

автор: Paulo N A J

14 авг. 2020 г.

Excellent course with good examples!

автор: p.amirtha g

14 июля 2020 г.

Awesome course Multivariate Calculus

автор: Michael P M

19 апр. 2020 г.

Challenging course, but worth doing.

автор: Atul S

22 янв. 2020 г.

Thank you very much for this course

автор: Sarthak G

30 окт. 2018 г.

it was awesome learning this course

автор: Andrew K N

21 февр. 2021 г.

Excellent course.

Very good course

автор: KANAK P

23 авг. 2020 г.

Very nicely explained the concepts