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
5,274 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:

526 - 550 de 940 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Demian P

1 de may. de 2020

por David L

30 de ago. de 2019

por Marno B

19 de nov. de 2018

por Jitender S V

20 de jul. de 2018

por Yuvaraj K

2 de ene. de 2022

por Muhammad T

26 de feb. de 2021

por Uria L

30 de dic. de 2019

por Joseph J

22 de ago. de 2018

por Omkar L N

3 de jul. de 2020

por 刘静怡

14 de ene. de 2019

por NICOLAS L M Q

11 de nov. de 2021

por kai k

5 de may. de 2019

por Alexei S

29 de ago. de 2018

por Xiaohua L

2 de may. de 2021

por Stevani D U

10 de mar. de 2021

por shuvam p e

2 de may. de 2020

por Anant J

24 de abr. de 2021

por Lingjun K

19 de sep. de 2018

por 张雪婷 Z

21 de feb. de 2022

por Onur B

18 de nov. de 2020

por Thy T

6 de feb. de 2021

por Melany N M I

6 de ene. de 2021

por Jeff D

31 de oct. de 2020

por Waseem S

21 de abr. de 2020

por Vishesh K

14 de dic. de 2019