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

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 (383 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....

JT

Nov 13, 2018

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.

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.

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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

コースについて

人気のレビュー

JT

DP

Mathematics for Machine Learning: Multivariate Calculus： 251 - 275 / 383 レビュー

人気の高いオンラインコース

人気の高いオンライン専門講座

オンライン修了証

オンライン学位プログラム

Coursera

コミュニティ

さらに表示

Develop an entrepreneurial mindset and drive innovation

World-class training to upskill your team or entire company

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

JT

DP

Mathematics for Machine Learning: Multivariate Calculus： 251 - 275 / 383 レビュー

人気の高いオンラインコース

人気の高いオンライン専門講座

オンライン修了証

オンライン学位プログラム

Coursera

コミュニティ

さらに表示

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