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Bewertung und Feedback des Lernenden für Mathematics for Machine Learning: Linear Algebra von Imperial College London

10,711 Bewertungen
2,130 Bewertungen

Über den Kurs

In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. Finally we look at how to use these to do fun things with datasets - like how to rotate images of faces and how to extract eigenvectors to look at how the Pagerank algorithm works. Since we're aiming at data-driven applications, we'll be implementing some of these ideas in code, not just on pencil and paper. Towards the end of the course, you'll write code blocks and encounter Jupyter notebooks in Python, but don't worry, these will be quite short, focussed on the concepts, and will guide you through if you’ve not coded before. At the end of this course you will have an intuitive understanding of vectors and matrices that will help you bridge the gap into linear algebra problems, and how to apply these concepts to machine learning....



31. März 2018

Amazing course, great instructors. The amount of working linear algebra knowledge you get from this single course is substantial. It has already helped solidify my learning in other ML and AI courses.


25. Aug. 2018

Great way to learn about applied Linear Algebra. Should be fairly easy if you have any background with linear algebra, but looks at concepts through the scope of geometric application, which is fresh.

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1926 - 1950 von 2,144 Bewertungen für Mathematics for Machine Learning: Linear Algebra

von Ariel E

10. Sep. 2020

All topics are taught very clearly!

von Aditya R

22. Juli 2018

Really it was a very nice course .

von Dalila

6. Sep. 2020

Week 4 topics were a bit confusing


29. März 2019

Clear and interesting. Thank you.

von Gagah G K

9. März 2021

A little bit hard to understand

von BULAND K P 1

30. Nov. 2020


von Mayur S

25. Aug. 2020

great recommended for everyone

von Idriss M

23. Sep. 2019

great intro to linear algebra

von Yijie X

13. Aug. 2018

greate course for beginners!

von Siddharth S

21. Mai 2020

Very intuitive and helpful.

von Rishabh C

1. März 2020

Nice Content and lectures.

von rasheeq i

19. Apr. 2019

Should go more in details.

von Pip

17. Juni 2020

good high level overview.

von Yoni K

27. Aug. 2021

More practice would help

von Priscilla V A

1. März 2021

Nice, easy to understand

von Enzo M

26. Feb. 2020

quite complex but useful

von 田德宇

23. Juni 2019

no lectures, only videos

von AB

3. März 2019

Great to relax and learn

von Yap C Y

14. März 2021

Good explanations given

von Pourya A

12. März 2021

it was a basic course!

von Patrick O

12. Apr. 2020

Good content, thanks.

von Vaibhav S

10. Sep. 2019

can be more detailed

von Brian L

20. Apr. 2020

Pretty good course.

von Kumar R

18. Nov. 2019

thanks coursera....

von Dilshan S D

18. Sep. 2021

very good course