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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
4,340件の評価
778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

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.

DP
2018年11月25日

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.

フィルター:

Mathematics for Machine Learning: Multivariate Calculus: 326 - 350 / 778 レビュー

by Berkay E

2019年8月4日

The course has awesome explanations, especially for machine learning concepts.

by Paula D P G

2020年6月19日

This a great course, right to the point with very good teachers. Recommended!

by Luo Y

2019年10月2日

Excellent course for gaining a basic understanding for calculus-coding stuff.

by Shubham T

2019年7月18日

Great course. It provides good insights on Calculus used in Machine Learning.

by ChristopherKing

2018年4月9日

This is a good course for those people learned calculus before for a refresh.

by I M N P

2021年2月27日

Great explanation with a lot of animation to help me understand the concept!

by Haozhe ( X

2020年5月27日

Great course for review linear algebra before stepping into machine learning

by Fabian S C G

2019年10月6日

Excelente curso, excelentes profesores y excelente material didáctico 10/10.

by Andrew L

2019年7月6日

Amazing as usual. Very clear and highly engaging content. Thank you so much!

by Raafat A

2019年11月30日

Great Quality of instruction and linking to actual uses in Machine Learning

by wonseok k

2020年2月26日

The best course!!

calculus, statistics and programming. you can learn all!

by Prateek S

2020年7月10日

Exceptionally Good to Pursue even good for Undergraduate Engineering Math

by Reynard J

2019年9月23日

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

by Muhammad T

2019年4月29日

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

by Sidhant K R

2019年8月17日

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

by Alberto M

2019年5月20日

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

by Martin B

2018年9月22日

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

by wdelawed

2021年2月10日

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

by Michael P A P

2020年9月10日

Buena relación con la realidad.

un enfoque del calculo bastante moderno.

by Sumukh H

2020年5月9日

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

by Phú C Đ

2019年6月10日

The course is very useful with very interesting quizzes and assignments

by Lia L

2019年4月22日

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

by Raphael

2020年8月15日

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

by Mattia P

2019年6月22日

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

by Omar B

2020年10月8日

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