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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

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.

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376 - 400 de 928 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por wonseok k

26 de feb. de 2020

The best course!!

calculus, statistics and programming. you can learn all!

por Prateek S

10 de jul. de 2020

Exceptionally Good to Pursue even good for Undergraduate Engineering Math

por Reynard J

23 de sep. de 2019

The teaching is very good. The exercises helped me understand even more.

por Muhammad T

29 de abr. de 2019

It was a great basic course on learning intuition behind Machine Learning

por Sidhant R

17 de ago. de 2019

The most fundamental course on Machine Learning that I have done so far!

por Alberto M

20 de may. de 2019

Professors have done a great job in explaining clearly a complex subject

por Martin B

22 de sep. de 2018

Very useful discussion of a often difficult subject. Highly recommended!

por Mohamed A M A

10 de feb. de 2021

best course to understand math in general and best for machine learning

por MICHAEL P A P

10 de sep. de 2020

Buena relación con la realidad.

un enfoque del calculo bastante moderno.

por Sumukh H

9 de may. de 2020

This course was very informational and a good learning curve in my life

por (FU H - B C Đ P

11 de jun. de 2019

The course is very useful with very interesting quizzes and assignments

por Lia L

22 de abr. de 2019

You are amazing! I've really enjoyed to review the basis with you guys!

por Raphael

15 de ago. de 2020

Helps a lot in the basis and required mathematics in machine learning!

por Mattia P

22 de jun. de 2019

Great content, amazing lecturers...just brilliant. Well done Imperial.

por Alain A

23 de may. de 2022

This course helps you to understand a lot of things. It is excellent.

por Omar B

8 de oct. de 2020

Fue un excelente curso, aprendí muchísimo. Lo recomiendo ampliamente.

por Muhammad S u

1 de sep. de 2020

This is good course to learn and refresh important concepts behind NN

por Ronald T B

21 de ene. de 2019

Great course. make a difficult subject hand able greatly. worth time.

por Daniel V M

20 de oct. de 2019

An excellent course to understand the maths behind machine learning.

por Hritik K S

21 de feb. de 2019

Mathematics is all about your understandings and feelings of logics.

por Rafi D

18 de feb. de 2019

Great course! A bit more challenging than the Linear Algebra course.

por 83 E Y M

4 de may. de 2020

In love with this course from Coursera and Imperial College London

por Anas N B

4 de ago. de 2018

It helped me to brush up my calculus knowledge.thanks to the team

por Enrique A M

27 de oct. de 2020

Mil Gracias maestros, Samuel, David, Fredi, Mil gracias Coursera.

por ISRAEL F G S

6 de sep. de 2020

Amazing course, very challenging and lots of learning. Thank you!