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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

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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

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.

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.

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576 - 600 de 948 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Md. F I

5 de jun. de 2022

Very good course.

por Deleted A

24 de jul. de 2021

Excellent course.

por Agung W

26 de mar. de 2021

a little difficult

por Hernan D

20 de ene. de 2021

Very useful for ML

por Andrês R O

29 de dic. de 2020

Muito bom o curso!

por Raju k

20 de jul. de 2020

its amazing course

por Himanshu S

2 de jul. de 2020

Loved this course.

por Manikant R

8 de jun. de 2020

easy to understand

por Zhuoyu C

25 de nov. de 2019

Good review for me

por I G P

29 de ago. de 2018

Very Intuitive. :)

por Francesc B

25 de may. de 2018

Excellent 👍🏻👌🏻

por EDWARD J R

18 de nov. de 2020

Wonderfull Course

por divyanshu v

4 de sep. de 2020

Excellent Course!

por Peter M

13 de jul. de 2020

Really insightful

por Tarak N

9 de jul. de 2020

Excellent course.

por Tomin J

24 de may. de 2020

Excellent course!

por Juan P

12 de abr. de 2020

Excellent course!

por cordeliazhu

10 de nov. de 2019

Fantastic courses

por Paulo Y C

17 de ene. de 2019

Awesome material!

por Kevin B

20 de sep. de 2018

Great coursework!

por Ashish R

26 de ago. de 2018

Excellent Course!

por Shuang D

7 de may. de 2018

excellent course!

por Mayank A

18 de jun. de 2022

Simply amazing!

por Sarah A

26 de ene. de 2022

Excellent course

por Favre d M

30 de ago. de 2021

very good course