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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
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5,171 classificações
•
924 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

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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676 — 700 de 928 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por Varian A W M

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28 de mar de 2021

Awesome

por Levina A

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26 de mar de 2021

So cool

por mochammad g r

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10 de mar de 2021

Thanks!

por Indria A

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28 de fev de 2021

awesome

por Wong Y W M

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21 de fev de 2020

Thanks.

por Bálint - H F

•

20 de mar de 2019

Great !

por Shanxue J

•

23 de mai de 2018

Amazing

por Muhammad I A G

•

4 de mar de 2021

Greatt

por Liang Y

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21 de jun de 2019

Great!

por Shuvo D N

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26 de mai de 2019

Great!

por Nitish K S

•

18 de jul de 2018

nice !

por Felix G S S

•

26 de mar de 2021

Great

por Sinatrio B W M

•

2 de mar de 2021

great

por Md. R Q S

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21 de ago de 2020

great

por Kailun C

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25 de jan de 2020

niubi

por Doni S

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27 de mar de 2022

Good

por Burra s g

•

18 de jan de 2022

good

por 李由

•

23 de ago de 2021

good

por Dwi F D S M

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23 de mar de 2021

good

por Ahmad H N

•

16 de mar de 2021

Good

por Habib B K

•

12 de mar de 2021

Nice

por Indah D S

•

27 de fev de 2021

cool

por RAGHUVEER S D

•

25 de jul de 2020

good

por Nat

•

6 de mar de 2020

goot

por Zhao J

•

11 de set de 2019

GOOD

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