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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

2,481 classificações
383 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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251 — 275 de {totalReviews} Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por paulo

Jan 18, 2019

Awesome material!

por Kevin B

Sep 21, 2018

Great coursework!

por Ashish R

Aug 27, 2018

Excellent Course!

por Shuang D

May 08, 2018

excellent course!

por Ajita K P

Sep 26, 2019

Excellent topics

por Sunil M

Jul 04, 2019

Very good course

por Gautham T

Jun 16, 2019

fantastic course

por Noé M O

Mar 26, 2019

Excellent course

por Mani S Z

Nov 29, 2018

Excellent course

por Bernard P

Jul 29, 2018

Highly recommend

por Siddharth S

Jun 23, 2018

Simply Fantastic

por Aisner M J

Nov 07, 2019

Excelent course

por Akash G

Mar 19, 2019

Calculus 5 star

por Marcelo f

Sep 04, 2018

Pretty Awesome!

por Maciej K

Jun 28, 2018

great 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 馬健原

Dec 16, 2018

Good Course

por ChaoLin

Nov 24, 2018

nice course

por Mohd U

Nov 29, 2019

i like it.