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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


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.


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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401 - 425 de 948 revisiones para Mathematics for Machine Learning: Multivariate Calculus

por Muhammad S u

1 de sep. de 2020

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

por Ronald 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.


6 de sep. de 2020

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

por Jesús E C G

8 de ago. de 2020

Muchas gracias por el curso! Muy buen material, súper recomendado

por Pranit M

11 de jun. de 2020

Amazing explanations by the instructors and,

greatly constructed!

por Snehal P

19 de sep. de 2020

It was nice course. Little bit time consuming but we can manage.

por Benjamin C

21 de ene. de 2020

This is a very good course both on theoritical an applied sides.

por Zecheng W

23 de sep. de 2019

Great course! Great review for multivariable Calculus and coding

por taeha k

24 de jul. de 2019

Recommend if you want to know the basic math of Machine Learning

por Navaneeth M

15 de may. de 2019

Excellent course. Must do course for Machine Learning Developer.

por Sergii T

25 de nov. de 2018

Nice Course. It is well structured and is interesting to follow.

por George W

19 de oct. de 2018

Nice course. Except the graph of the last assignment won't show.

por yujin y

12 de nov. de 2022

Had a lot of fun through this course. Look into other courses.

por Md. A A M

20 de ago. de 2020

Fantastic effort to teach such a great way. Highly Recommended.

por Thomas L

4 de nov. de 2019

Brilliant course that covers so much in such a short time span.

por Jevon K M

9 de mar. de 2019

My current (2019.03.09) employer hates it. Therefore I love it.

por Tich M

3 de ene. de 2019

great course, great teachers. they break things down very well!

por Tao S

8 de feb. de 2021

This course is excellent! I really enjoy Dr.Cooper's teaching.

por Andrés M

6 de jul. de 2020

Coming from a BA in maths, I didn't expect it to be that good.