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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.


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.

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576 - 600 de 928 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por divyanshu v

4 de sep. de 2020

Excellent Course!

por Peter M

13 de jul. de 2020

Really insightful

por Tarak N

9 de jul. de 2020

Excellent course.

por Tomin J

24 de may. de 2020

Excellent course!

por Juan P

12 de abr. de 2020

Excellent course!

por cordeliazhu

10 de nov. de 2019

Fantastic courses

por Paulo Y C

17 de ene. de 2019

Awesome material!

por Kevin B

20 de sep. de 2018

Great coursework!

por Ashish R

26 de ago. de 2018

Excellent Course!

por Shuang D

7 de may. de 2018

excellent course!

por Mayank A

18 de jun. de 2022

S​imply amazing!

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


31 de ago. de 2020

El mejor curso!!

por Sukhvir S

23 de ago. de 2020

Nice explanation


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