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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: 4,869
Рецензии: 870

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

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.

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:

476–500 из 873 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

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

автор: Loc N

13 янв. 2020 г.

David's enthusiasm is so addicting

автор: gaurav k

3 июля 2019 г.

well explained details on Calculus

автор: Joe E

28 мая 2018 г.

Great class and great instructors.

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. :)