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Mathematics for Machine Learning: Multivariate Calculus に戻る

インペリアル・カレッジ・ロンドン(Imperial College London) による Mathematics for Machine Learning: Multivariate Calculus の受講者のレビューおよびフィードバック

4.7
4,394件の評価
787件のレビュー

コースについて

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....

人気のレビュー

JT
2018年11月12日

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
2019年8月3日

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.

フィルター:

Mathematics for Machine Learning: Multivariate Calculus: 351 - 375 / 787 レビュー

by Omar B

2020年10月8日

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

by Muhammad S u

2020年9月1日

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

by Ronald T B

2019年1月21日

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

by Daniel V M

2019年10月20日

An excellent course to understand the maths behind machine learning.

by Hritik K S

2019年2月21日

Mathematics is all about your understandings and feelings of logics.

by Rafi D

2019年2月18日

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

by Yashwanth M

2020年5月4日

In love with this course from Coursera and Imperial College London

by Anas N B

2018年8月4日

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

by Enrique A M

2020年10月27日

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

by ISRAEL F G S

2020年9月6日

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

by Jesús E C G

2020年8月8日

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

by Pranit M

2020年6月11日

Amazing explanations by the instructors and,

greatly constructed!

by Snehal P

2020年9月19日

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

by Benjamin C

2020年1月21日

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

by Zecheng W

2019年9月23日

Great course! Great review for multivariable Calculus and coding

by taeha k

2019年7月24日

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

by Navaneeth M

2019年5月15日

Excellent course. Must do course for Machine Learning Developer.

by Sergii T

2018年11月25日

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

by George W

2018年10月19日

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

by Md A A M

2020年8月20日

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

by Thomas L

2019年11月4日

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

by Jevon K M

2019年3月9日

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

by Tichakunda

2019年1月3日

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

by Tao S

2021年2月8日

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

by Andrés M

2020年7月6日

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