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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: 4,909
Рецензии: 878

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.

Фильтр по:

351–375 из 883 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Luo Y

2 окт. 2019 г.

Excellent course for gaining a basic understanding for calculus-coding stuff.

автор: Shubham T

18 июля 2019 г.

Great course. It provides good insights on Calculus used in Machine Learning.

автор: ChristopherKing

9 апр. 2018 г.

This is a good course for those people learned calculus before for a refresh.

автор: I M N P M

27 февр. 2021 г.

Great explanation with a lot of animation to help me understand the concept!

автор: Haozhe ( X

27 мая 2020 г.

Great course for review linear algebra before stepping into machine learning

автор: Fabian S C G

6 окт. 2019 г.

Excelente curso, excelentes profesores y excelente material didáctico 10/10.

автор: Andrew L L

6 июля 2019 г.

Amazing as usual. Very clear and highly engaging content. Thank you so much!

автор: Raafat A

30 нояб. 2019 г.

Great Quality of instruction and linking to actual uses in Machine Learning

автор: wonseok k

26 февр. 2020 г.

The best course!!

calculus, statistics and programming. you can learn all!

автор: Prateek S

10 июля 2020 г.

Exceptionally Good to Pursue even good for Undergraduate Engineering Math

автор: Reynard J

23 сент. 2019 г.

The teaching is very good. The exercises helped me understand even more.

автор: Muhammad T

29 апр. 2019 г.

It was a great basic course on learning intuition behind Machine Learning

автор: Sidhant R

17 авг. 2019 г.

The most fundamental course on Machine Learning that I have done so far!

автор: Alberto M

20 мая 2019 г.

Professors have done a great job in explaining clearly a complex subject

автор: Martin B

22 сент. 2018 г.

Very useful discussion of a often difficult subject. Highly recommended!

автор: wdelawed

10 февр. 2021 г.

best course to understand math in general and best for machine learning

автор: MICHAEL P A P

10 сент. 2020 г.

Buena relación con la realidad.

un enfoque del calculo bastante moderno.

автор: Sumukh H

9 мая 2020 г.

This course was very informational and a good learning curve in my life

автор: (FU H - B C Đ P

11 июня 2019 г.

The course is very useful with very interesting quizzes and assignments

автор: Lia L

22 апр. 2019 г.

You are amazing! I've really enjoyed to review the basis with you guys!

автор: Raphael

15 авг. 2020 г.

Helps a lot in the basis and required mathematics in machine learning!

автор: Mattia P

22 июня 2019 г.

Great content, amazing lecturers...just brilliant. Well done Imperial.

автор: Omar B

8 окт. 2020 г.

Fue un excelente curso, aprendí muchísimo. Lo recomiendo ampliamente.

автор: Muhammad S u

1 сент. 2020 г.

This is good course to learn and refresh important concepts behind NN

автор: Ronald T B

21 янв. 2019 г.

Great course. make a difficult subject hand able greatly. worth time.