Chevron Left
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

5,272 classificações

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


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.

Filtrar por:

401 — 425 de 939 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por 83 E Y M

4 de mai de 2020

por Anas N B

4 de ago de 2018

por Enrique A M

27 de out de 2020


6 de set de 2020

por Jesús E C G

8 de ago de 2020

por Pranit M

11 de jun de 2020

por Snehal P

19 de set de 2020

por Benjamin C

21 de jan de 2020

por Zecheng W

23 de set de 2019

por taeha k

24 de jul de 2019

por Navaneeth M

15 de mai de 2019

por Sergii T

25 de nov de 2018

por George W

19 de out de 2018

por yujin y

12 de nov de 2022

por Md. A A M

20 de ago de 2020

por Thomas L

4 de nov de 2019

por Jevon K M

9 de mar de 2019

por Tich M

3 de jan de 2019

por Tao S

8 de fev de 2021

por Andrés M

6 de jul de 2020

por Aayush S

29 de mai de 2020


31 de mar de 2020

por Pavel S

12 de dez de 2019

por Dominic D

8 de jan de 2019

por Matt T

31 de jan de 2021