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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

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.

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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601 - 625 de 923 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Bernard P

29 de jul. de 2018

Highly recommend

por Siddharth S

23 de jun. de 2018

Simply Fantastic

por David V F d B

6 de nov. de 2020

Excelente curso

por Aisner M

7 de nov. de 2019

Excelent course

por Akash G

19 de mar. de 2019

Calculus 5 star

por Marcelo f

4 de sep. de 2018

Pretty Awesome!

por Maciej K

28 de jun. de 2018

great course :)

por José A M S

16 de nov. de 2021

Muy buen curso

por 祈璃

26 de jun. de 2021

worth my time!

por karunakaran G

15 de ago. de 2020

Awesome Course

por Odedo N B

8 de jul. de 2020

Thank You sir.

por B N S

14 de jun. de 2020

Great Lectures

por S J

2 de may. de 2020

Exceptional !!

por Rajesh Y

28 de abr. de 2020

Course is good

por N'guessan L R G

14 de abr. de 2020

Amazing Course

por Camilo A F B

18 de nov. de 2019

A great course

por Voravich C

5 de oct. de 2019

Great course!!

por Nikhil K

2 de oct. de 2018

Great course !

por Loay S

28 de mar. de 2022

I enjoyed it!

por Aldi I A

3 de mar. de 2021

Alhamdulillah

por Amit R

17 de sep. de 2020

A nice course

por Hee-Jin L

21 de dic. de 2019

great course!

por omid p s e

11 de sep. de 2019

it's amazing.

por Emmanuel A

6 de sep. de 2019

Great course.

por Ezzaldin m

21 de ene. de 2022

Great Course