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Voltar para Mathematics for Machine Learning: Multivariate Calculus

Comentários e feedback de alunos de Mathematics for Machine Learning: Multivariate Calculus da instituição Imperial College London

3,100 classificações
522 avaliações

Sobre o curso

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....

Melhores avaliações


Aug 04, 2019

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.


Nov 13, 2018

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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351 — 375 de {totalReviews} Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por Marcelo f

Sep 04, 2018

Pretty Awesome!

por Maciej K

Jun 28, 2018

great course :)

por S J

May 02, 2020

Exceptional !!

por Rajesh Y

Apr 28, 2020

Course is good

por N'guessan L R G

Apr 15, 2020

Amazing Course

por Camilo A F B

Nov 18, 2019

A great course

por Voravich C

Oct 05, 2019

Great course!!

por Nikhil K

Oct 02, 2018

Great course !


Dec 21, 2019

great course!

por omid p s e

Sep 11, 2019

it's amazing.

por Emmanuel A

Sep 06, 2019

Great course.

por Lahiru D

Sep 15, 2019

Great course

por Suhas B S

May 20, 2020

Nice Course

por Krish T

Apr 22, 2020


por 馬健原

Dec 16, 2018

Good Course

por ChaoLin

Nov 24, 2018

nice course

por Om K

Apr 14, 2020

Very Nice!

por Mohd U

Nov 29, 2019

i like it.

por sudipta p

Aug 16, 2019


por Allie A M

Feb 20, 2019

Thank you!

por Rafael M

Sep 16, 2019


por Mohamed H

Aug 05, 2019



Apr 02, 2019

very good

por Yash V P

Mar 25, 2019

very cool

por Nidal M G

Nov 11, 2018

very good