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
5,194 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.

DP

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:

751 - 775 de 931 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Sirigiri S K

13 de ene. de 2020

por Ankit C

28 de mar. de 2020

por sujith

16 de sep. de 2018

por Switt K

27 de jul. de 2020

por George K

21 de sep. de 2018

por Jacqueline B

6 de abr. de 2020

por Jae N

5 de may. de 2022

por Izzan D

29 de mar. de 2020

por Peiyuan C

29 de sep. de 2018

por Girisha D D S

26 de ago. de 2018

por Igor C A d L

3 de abr. de 2022

por mrinal

7 de jun. de 2018

por Ashish k

28 de jul. de 2019

por Keshav B

24 de jul. de 2020

por Marcus V C A

18 de may. de 2022

por Kalpak S

8 de mar. de 2020

por Xiao F

22 de abr. de 2018

por Florian C

28 de may. de 2021

por arnaud j

23 de may. de 2018

por Prathamesh P C

25 de jun. de 2020

por Andrew

7 de jul. de 2020

por 马镓浚

2 de sep. de 2022

por mayank d

10 de jun. de 2019

por Dominik K

9 de oct. de 2019

por Venkatavishnu T

22 de oct. de 2020