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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: 4,968
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

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.

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.

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776–800 из 894 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Sourav K B

23 янв. 2020 г.

A nice tour of multi-variate calculus starting from basics. Good for initial understanding.

автор: Davide F

12 сент. 2019 г.

Some complex topics were explained a bit too fast. The course on Linear Algebra was better.

автор: J N B P

19 авг. 2020 г.

Good for those who already know a lit bit of Calculus, beginners might feel it difficult.

автор: Sharad K L

18 мар. 2020 г.

It is hard course and time required is much more than estimated time given in the course

автор: tishat a

23 апр. 2020 г.

Very helpful to understand the topics.But last two weeks was a bit tough to understand.

автор: Jue C

26 окт. 2020 г.

The last module is quite fast and ambiguous, but besides that, everything is perfect.

автор: Styven G A

13 дек. 2019 г.

un enfoque interesante, un buen repaso de matemáticas y una excelente apacibilidad.

автор: Suraj S

3 мая 2020 г.

Week 6 was not easy for a complete beginner, but all the other weeks were amazing.

автор: Eduardo A G M

10 окт. 2021 г.

The materials reviewed are excellent, but the time for each one wasn't enought

автор: Mohit P

9 мая 2020 г.

The practice quize should be more along with detailed explanation of the topic

автор: Elif A

16 мар. 2021 г.

The content is short, clear and enough. It is the right choice for beginners.

автор: Moreno C

15 февр. 2020 г.

Good introductory course to develop an intuition of multivariate calculus.

автор: vignesh n

12 сент. 2018 г.

It was a good course compared to other two courses of this specialization.

автор: Bernard B

25 мая 2020 г.

Nice introductory course. Week 5 and 6 felt rush other than that 5 stars!

автор: Clayton A

22 июля 2019 г.

teachers are awesome but the last notebook needs a little work i believe.

автор: yomna

7 февр. 2021 г.

The lectures in week 6 are very summarized and some parts were not clear

автор: HAMZA T

26 июля 2021 г.

The course is good but i think extra reading material must be provided

автор: 2K18/CO/166 K R

27 окт. 2020 г.

It is a great course and i learnt a lot of cool stuff in this course.

автор: Nileshkumar R P

28 апр. 2020 г.

It was a great course. More details and time needed for the course.

автор: Manish C

26 апр. 2020 г.

Excellent course for beginners who want to learn machine learning .

автор: João M G

31 июля 2019 г.

Weeks 1-4 are great! Weeks 5 and 6 are longer and less explanatory.

автор: Alex S

16 авг. 2018 г.

Good course to learn about the mathematics behind machine learning.

автор: Jair J C C

26 дек. 2019 г.

Excellent course, some parts in the last weekend were not so clear

автор: Hari

12 февр. 2019 г.

Really good for fundamentals, the assignments were too easy though

автор: Rakesh V S

4 янв. 2020 г.

Last week was very rushed. Should be more patient in teaching.