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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
5,112 classificações
910 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.

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.

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576 — 600 de 915 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por Sarah A

26 de jan de 2022

Excellent course

por Favre d M

30 de ago de 2021

very good course

por Ravindu S

30 de mai 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 out de 2020

Great Experience

por Colin H

2 de out 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 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