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

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10,702 Bewertungen
2,126 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....

Top-Bewertungen

CS

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.

PL

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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1851 - 1875 von 2,138 Bewertungen für Mathematics for Machine Learning: Linear Algebra

von Zhejian C

20. Jan. 2020

Teach good intuition and good explanations but maybe a bit shallow, good for beginners

von Andrew K

17. Feb. 2019

great visual explanations of concepts, but the course could have been more informative

von Vinayak k

7. Juni 2020

Very good insight of linear algebra. It give different prospective of linear algebra.

von Michał K

29. Nov. 2019

Good course, advise to take it, though sometimes not everything explained thoroughly!

von Max W

2. März 2020

excellent approach to linear algebra, high quality and carefully thought out lessons

von Robin S

17. Feb. 2020

Very nice course. A good math overview with a balance between details and practice.

von Kyle B

23. Sep. 2020

Good course, Its a very good basis to build a math foundation for machine learning

von Hamza K

30. Nov. 2019

Instructor should give more example related to Data Science and Machine Learning.

von Debzani M

29. Apr. 2020

An organized course, great for developing the imagination of mathematics and fun.

von Deleted A

19. Juli 2019

Really intuitive course on matrix algebra with very clear geometric explanations.

von Nicholas J F

27. Sep. 2021

Good overview. I definitely had to go to outside material for the Row Reduction.

von Hari

12. Feb. 2019

A good introduction, would recommend referring a textbook along with the course.

von Zhuocheng Y

2. Dez. 2018

The programming grading system doesn't work well, but the course is great anyway

von Xinsong D

14. Juni 2018

Excellent, but for the pagerank part, the instructor teaches a little bit fast.

von Rocber

30. Sep. 2018

it is really useful to help me build geometric meaning with vector and matrix.

von phanidhar s

1. Juni 2020

The course will help us to apply the matrices for machine learning algorithm.

von Benjamin W

16. Juli 2021

S​ome of the autograding wasn't great but the discussion forums helped a lot

von Tarun A

21. Mai 2020

after learn from this course, i know very well about machine learning

thanks.

von Aviral A

10. Dez. 2018

A good course for gaining knowledge for Linear Algebra for machine learning.

von 胡与诚

2. Apr. 2018

Good course, But I think it should explain more about the underlying things.

von Alfian A H

3. März 2021

Overall is good. But somehow, there are parts that I don't understand well.

von Bruna R

6. Feb. 2021

the course is excellent. I have learned a lot and it was very interactive.

von Surya S

13. Juli 2020

Was a but fast. For non engineering or people who are new it will be tough

von Abhirup B

29. Juli 2020

goood course well designed qizes and aasignments time saving yet fruitful

von Julian A

12. Juni 2020

Fantastic course that provides a great introduction into linear algebra.