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Volver a Mathematics for Machine Learning: Multivariate Calculus

Opiniones y comentarios de aprendices correspondientes a Mathematics for Machine Learning: Multivariate Calculus por parte de Imperial College London

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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....

Principales reseñas

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 916 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Isaac M M

9 de ago. de 2020

excellent

por Rafael M

16 de sep. de 2019

Excelent.

por Mohamed H

5 de ago. de 2019

Fantastic

por NARALA P R

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 sep. de 2018

very nice

por Bielushkin M

8 de jun. de 2018

retretret

por Kuo P

15 de mar. de 2018

excellent

por Brian H N

29 de nov. de 2021

excelent

por Carlos J B A

2 de feb. de 2021

Amazing!

por Rodrigo F

17 de sep. de 2019

Amazing!

por Мусаллямов Д Н

31 de may. de 2019

Awesome!

por James A

14 de ene. de 2019

Amazing!

por AMIT K A

27 de jul. de 2018

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por Varian A W M

28 de mar. de 2021

Awesome

por Levina A

26 de mar. de 2021

So cool

por mochammad g r

10 de mar. de 2021

Thanks!

por Indria A

28 de feb. de 2021

awesome

por Wong Y W M

21 de feb. de 2020

Thanks.

por Bálint - H F

20 de mar. de 2019

Great !

por Shanxue J

23 de may. de 2018

Amazing

por Muhammad I A G

4 de mar. de 2021

Greatt

por Liang Y

21 de jun. de 2019

Great!

por Shuvo D N

26 de may. de 2019

Great!