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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

Name: Mathematics for Machine Learning: Multivariate Calculus
Brand: インペリアル・カレッジ・ロンドン（Imperial College London）
Availability: OnlineOnly
Rating: 4.7 (307 reviews)

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....

SS

Aug 04, 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

Nov 26, 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.

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

コースについて

人気のレビュー

SS

DP

Mathematics for Machine Learning: Multivariate Calculus： 76 - 100 / 308 レビュー

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

コースについて

人気のレビュー

SS

DP

Mathematics for Machine Learning: Multivariate Calculus： 76 - 100 / 308 レビュー

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