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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

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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

SS

3 de ago de 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.

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.

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651 — 675 de 928 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por PAWAN S

4 de set de 2020

EXECELLENT

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

Excellent.

por Allie A M

20 de fev de 2019

Thank you!

por CARLOS A S O

19 de nov de 2021

Very Nice

por ibrahim s s

23 de jun de 2021

excellent

por CS M L

1 de dez de 2020

excellent

por miguel s

20 de set de 2020

very well

por Ms.Smitha G N M

29 de ago de 2020

very good

por Isaac M M

9 de ago de 2020

excellent

por Rafael M

16 de set de 2019

Excelent.

por Mohamed H

5 de ago de 2019

Fantastic

por prasad r n

2 de abr de 2019

very good

por Yash V P

25 de mar de 2019

very cool

por Nidal M G

11 de nov de 2018

very good

por Edward K

3 de set de 2018

very nice

por Bielushkin M

8 de jun de 2018

retretret

por peik

15 de mar de 2018

excellent

por Brian H N

29 de nov de 2021

excelent

por Carlos J B A

2 de fev de 2021

Amazing!

por Rodrigo F

17 de set de 2019

Amazing!

por Мусаллямов Д Н

31 de mai de 2019

Awesome!

por James A

14 de jan de 2019

Amazing!

por AMIT K A

27 de jul de 2018

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