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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


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.


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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626 - 650 de 928 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Aldi I A

3 de mar. de 2021


por Amit R

17 de sep. de 2020

A nice course

por Hee-Jin L

21 de dic. de 2019

great course!

por omid p s e

11 de sep. de 2019

it's amazing.

por Emmanuel A

6 de sep. de 2019

Great course.

por Ezzaldin m

21 de ene. de 2022

Great Course

por Binh Q N

9 de jul. de 2021


por Opas S

14 de jul. de 2020

Great course


11 de jun. de 2020

very helpful

por latheesh K

4 de jun. de 2020

Great course

por Lahiru D

15 de sep. de 2019

Great course

por Alif S

9 de mar. de 2021


por Nandyala s k

2 de dic. de 2020

good course


24 de ago. de 2020

Great work.

por Vidhya A P

12 de ago. de 2020

Very Useful

por Kirill T

21 de jul. de 2020

Pretty good

por Suyash S P

18 de jul. de 2020

Good Course

por Suhas S

20 de may. de 2020

Nice Course

por Krish T

21 de abr. de 2020


por 馬健原

16 de dic. de 2018

Good Course

por ChaoLin

24 de nov. de 2018

nice course

por Marjorie H

28 de abr. de 2021


por Bintang F E

24 de mar. de 2021


por Sabrina M U

23 de mar. de 2021

great job!

por Neha K

4 de sep. de 2020