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

4.7
estrelas
5,277 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

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.

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.

Filtrar por:

701 — 725 de 940 Avaliações para o Mathematics for Machine Learning: Multivariate Calculus

por 李由

23 de ago de 2021

por Dwi F D S

23 de mar de 2021

por Ahmad H N

16 de mar de 2021

por Habib B K

12 de mar de 2021

por Indah D S

27 de fev de 2021

por RAGHUVEER S D

25 de jul de 2020

por Nat

6 de mar de 2020

por Zhao J

11 de set de 2019

por Harsh D

26 de jun de 2018

por Amini D P S

26 de mar de 2022

por Roberto

25 de mar de 2021

por Artem G

28 de mai de 2022

por Angel E E V

30 de nov de 2021

por Omar D

5 de mai de 2020

por Гончарова П В

10 de mai de 2022

por Aidana P B

26 de abr de 2021

por Bhargava g

7 de ago de 2020

por Kaushal K K

23 de abr de 2022

por Rinat T

1 de ago de 2018

por Yaroslav K

8 de abr de 2020

por Vitor R C

18 de set de 2020

por JustsaiyanHS

4 de jan de 2021

por Jack C

31 de mai de 2020

por Deborah S

25 de mar de 2021

por Matteo L

20 de abr de 2020