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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

4,907 classificações
878 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

25 de Nov de 2018

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 de Nov de 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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601 — 625 de 881 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por Bình Q

9 de Jul de 2021


por Opas S

14 de Jul de 2020

Great course


11 de Jun de 2020

very helpful

por latheesh K

4 de Jun de 2020

Great course

por Lahiru D

15 de Set de 2019

Great course

por Alif S

9 de Mar de 2021


por Nandyala s k

2 de Dez de 2020

good course


24 de Ago de 2020

Great work.

por Vidhya A P

12 de Ago de 2020

Very Useful

por Kirill T

21 de Jul de 2020

Pretty good

por Suyash S P

18 de Jul de 2020

Good Course

por Suhas S

20 de Mai de 2020

Nice Course

por Krish T

21 de Abr de 2020


por 馬健原

16 de Dez de 2018

Good Course

por ChaoLin

24 de Nov de 2018

nice course

por Marjorie H

28 de Abr de 2021


por Bintang F E

24 de Mar de 2021


por Sabrina M U

23 de Mar de 2021

great job!

por Neha K

4 de Set de 2020



4 de Set de 2020


por Om K

14 de Abr de 2020

Very Nice!

por Mohd U

29 de Nov de 2019

i like it.

por sudipta p

16 de Ago de 2019


por Allie A M

20 de Fev de 2019

Thank you!


19 de Nov de 2021

Very Nice