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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: 4,916
Рецензии: 881

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

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.

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.

Фильтр по:

401–425 из 884 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Dominic D

8 янв. 2019 г.

Very practical introduction to the subject, very well paced!

автор: Matt T

31 янв. 2021 г.

Great overview of the calculus topic needed to start in ML!

автор: Morayo O

29 мар. 2020 г.

I learned so much, more so on how calculus factors into ML.

автор: Cheung Y H

8 окт. 2019 г.

Clear and easy to follow, with practical examples and tasks

автор: Shahriyar R

9 сент. 2019 г.

Amazing in-depth explanations and insights. Thanks for all.

автор: Kris S

28 мая 2019 г.

Very well taught, great flow of lectures, awesome teachers!

автор: Raghunatha R t

19 авг. 2020 г.

Excellent course and interesting applications with python.

автор: XL T

20 мар. 2020 г.

totally mind blowing and refreshing way to learn calculus!

автор: Gyan D

8 окт. 2019 г.

This course gave a good intuition of the mentioned topics.

автор: Du L

5 авг. 2018 г.

Super Great!!!

Clear illustration on multivariate calculus.

автор: Evgeny ( C

25 июля 2018 г.

Great balance between presentation and excellent exercises

автор: Amanda A

18 июня 2021 г.

Another brilliant course in this series! On to the next!

автор: Sree H N

9 июня 2020 г.

One of the best courses I've come across on the platform.

автор: Trevor A G

27 мая 2020 г.

Great overview of multivariate calculus and nice intro to

автор: Praveen J

27 апр. 2020 г.

An awesome way to introduce towards multivariate calculus

автор: Sergio S R

11 нояб. 2018 г.

Excellent course. Instructors are clear and to the point.

автор: Ahmed F

2 июля 2020 г.

it's an awesome course and very important for ML carrier

автор: David H

27 янв. 2019 г.

They know what students want to learn and teach it well.

автор: Geoffrey K

14 нояб. 2018 г.

A most intuitive way of learning calculus. Great course!

автор: Yuichi M

27 окт. 2018 г.

From basic concept to profound and practical calculation

автор: Ejulu W

6 июля 2021 г.

lots of learning but less visialisation towards the end

автор: Nikhil S

27 нояб. 2020 г.

I have no words for this course Amazing, Awesome .....

автор: Prut S

28 июля 2020 г.

Amazing progression of content. Enthusiastic lecturers.

автор: Rok Z

19 янв. 2020 г.

Great course with a lot of math and practical examples

автор: Sujeeth S

12 янв. 2019 г.

very good introductory course to Multivariate Calculus