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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: 4,917
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

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.

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.

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301–325 из 884 отзывов о курсе Mathematics for Machine Learning: Multivariate Calculus

автор: Mayank C

27 июля 2020 г.

The instructors explains things so well, this course makes you understands concepts intutively.

автор: JITHIN P J

23 апр. 2020 г.

It was a Nice journey throughout the course. gained so much of knowledge and hand on experiance

автор: Mukul K

14 окт. 2018 г.

it was a bit longer and tougher than expected, but I enjoyed it and learnt a lot nonetheless!!!

автор: imran s

29 сент. 2018 г.

This course helped me understand back propagation in mathematical sense. I highly recommend it.

автор: Toan L T

29 сент. 2018 г.

A great course. Good for brushing up on Calculus.

High hope for the next course in the series.

автор: Sidharth P

15 июня 2020 г.

Enjoyed every bit if it,highly recommended for the useful insight seeker in Machine learning.

автор: Mayank

3 дек. 2020 г.

This course cleared so many concepts and enabled me to further master the subject on my own.

автор: Ron S

25 сент. 2020 г.

Great combination of linear algebra and differential calculus in a machine learning context.

автор: Max W

5 апр. 2020 г.

little fast moving, probably should be familiar with calculus before taking , great course!

автор: Andrew

27 мар. 2019 г.

Quality course that will leave you feeling confident in multivariate calculus and analytics.

автор: Karthik

23 апр. 2018 г.

Good reshres for calculus. I would recommend to take Khan Academy and then take this course.

автор: Akshat S

30 авг. 2020 г.

Great course with amazing Instructors! They made all the maths easy to understand and fun!

автор: Pramod H K

3 авг. 2020 г.

Great maths intuition and building of famous GD learning through theory and implementation

автор: Rishi C

5 июня 2020 г.

Exactly what I was looking for - an intuition to understand what the algorithms are doing.

автор: Muhammad M

22 авг. 2019 г.

A good starter course on calculus if you want to go for Machine learning or Data Sciences.

автор: Greg E

22 июля 2019 г.

Another great course from Imperial College London. I highly recommend this specialization.

автор: Sanchayan D

30 мая 2020 г.

Good introduction and useful addition to calculus toolbox as applied to Machine Learning

автор: Dmitry K

20 апр. 2020 г.

Great course for those who studied it a long time ago and need to refresh the knowledge.

автор: John M

28 февр. 2020 г.

It is a wonderful course, helped me to gain a solid foundation in multivariate calculus.

автор: Santosh B

13 мая 2019 г.

A well structured course packing a lot of learning content and taught by good lecturers.

автор: Felipe G P

16 янв. 2019 г.

Aulas excelentes! Professor conhece bem o que ensina e tem bastante didática! Recomendo!

автор: Congci ( H

22 мая 2020 г.

Great intro to Multivariate Calculus. Seamlessly connected to the Linear Alegra course.

автор: prudgin g

23 янв. 2020 г.

The authors of this course do their best to give intuitive understanding. Great course!

автор: Karen A

3 июля 2018 г.

Really clear, provided a thorough understanding of how steepest descent / ascent works.

автор: Jerónimo G

10 окт. 2020 г.

Estuvo padre el curso, la manera en la que explicaban era bastante simple y entendible