Chevron Left
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

4.7
estrellas
5,275 calificaciones

Acerca del 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....

Principales reseñas

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:

801 - 825 de 940 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Wendy N

13 de may. de 2020

por Chika

9 de jul. de 2019

por Jose V R

4 de jun. de 2018

por thedoctor

4 de may. de 2021

por Arun I

2 de mar. de 2019

por ADITYA K

12 de may. de 2020

por Adam N

12 de nov. de 2018

por Mohammad A K

6 de jul. de 2020

por Rachel P

28 de may. de 2020

por Manan S

29 de may. de 2021

por Eileen Y

17 de abr. de 2020

por Sharan S M

9 de ene. de 2020

por Ilyes S

4 de nov. de 2021

por AKASH C

15 de jun. de 2020

por Olena K

21 de may. de 2018

por Srinivas A

25 de jul. de 2020

por José D

18 de oct. de 2018

por Sourav K B

23 de ene. de 2020

por Davide F

12 de sep. de 2019

por J N B P

19 de ago. de 2020

por Sharad K L

18 de mar. de 2020

por tishat a

23 de abr. de 2020

por Jue C

26 de oct. de 2020

por Styven G A

13 de dic. de 2019

por Suraj S

3 de may. de 2020