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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

4.7
estrelas
4,956 classificações
887 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

DP
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.

JT
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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576 — 600 de 891 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por Shauvik D

13 de Abr de 2020

Excellent Course

por PARITOSH P

15 de Mar de 2020

Very good course

por Ajita K P

25 de Set de 2019

Excellent topics

por Sunil M

4 de Jul de 2019

Very good course

por Gautham T

16 de Jun de 2019

fantastic course

por Noé M O

26 de Mar de 2019

Excellent course

por Mani S Z

29 de Nov de 2018

Excellent course

por Bernard P

29 de Jul de 2018

Highly recommend

por Siddharth S

23 de Jun de 2018

Simply Fantastic

por David V F d B

6 de Nov de 2020

Excelente curso

por Aisner M

7 de Nov de 2019

Excelent course

por Akash G

19 de Mar de 2019

Calculus 5 star

por Marcelo f

4 de Set de 2018

Pretty Awesome!

por Maciej K

28 de Jun de 2018

great course :)

por José A M S

16 de Nov de 2021

Muy buen curso

por 祈璃

26 de Jun de 2021

worth my time!

por karunakaran G

15 de Ago de 2020

Awesome Course

por Odedo N B

8 de Jul de 2020

Thank You sir.

por B N S

14 de Jun de 2020

Great Lectures

por S J

2 de Mai de 2020

Exceptional !!

por Rajesh Y

28 de Abr de 2020

Course is good

por N'guessan L R G

14 de Abr de 2020

Amazing Course

por Camilo A F B

18 de Nov de 2019

A great course

por Voravich C

5 de Out de 2019

Great course!!

por Nikhil K

2 de Out de 2018

Great course !