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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

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.

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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576 - 600 de 916 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Shuang D

7 de may. de 2018

excellent course!

por Sarah A

26 de ene. de 2022

Excellent course

por Favre d M

30 de ago. de 2021

very good course

por Ravindu S

30 de may. de 2021

good, thanks all

por Javas A B Y P

27 de mar. de 2021

This is amazing!

por Dhanar B P

24 de mar. de 2021

very challenging

por Tanvir H

17 de mar. de 2021

I loved this one

por Luis L

1 de mar. de 2021

Excellent course

por Apurba G

21 de oct. de 2020

Great Experience

por Colin H

2 de oct. de 2020

Excellent course

por ANGEL F P A

31 de ago. de 2020

El mejor curso!!

por Sukhvir S

23 de ago. de 2020

Nice explanation

por MARZOUKI A

10 de ago. de 2020

Excellent course

por suriyapriya k

9 de ago. de 2020

excellent course

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 sep. 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