Chevron Left
Zurück zu Mathematics for Machine Learning: Multivariate Calculus

Bewertung und Feedback des Lernenden für Mathematics for Machine Learning: Multivariate Calculus von Imperial College London

4.7
Sterne
5,275 Bewertungen

Über den Kurs

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....

Top-Bewertungen

SS

3. Aug. 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.

JT

12. Nov. 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.

Filtern nach:

1 - 25 von 940 Bewertungen für Mathematics for Machine Learning: Multivariate Calculus

von Nushaine F

18. Juli 2019

von Jonathan C

24. Okt. 2019

von Tanuj J

18. Jan. 2019

von Marc P

28. Apr. 2019

von James T

12. Nov. 2018

von Valeria B

17. Juni 2019

von Samresh

4. Aug. 2019

von Yan

30. März 2019

von Daniel P

26. Nov. 2018

von Oleg B

11. Dez. 2018

von Derek T

4. Apr. 2022

von Seongwoo K

24. Sep. 2019

von Eric P

9. Apr. 2019

von Artem D

10. Aug. 2018

von Matthias S

13. Mai 2019

von Ilja S S E C L

20. Nov. 2019

von Nelson S S

22. Dez. 2019

von laszlo

30. Apr. 2018

von Yiran X

6. Jan. 2019

von Lee F

18. Sep. 2018

von Andrii S

20. Jan. 2019

von Tyler W

18. Juni 2022

von Mahwish A

26. Apr. 2020

von Carsten H

31. März 2018

von Rina F

14. Nov. 2020