Chevron Left
Zurück zu Mathematics for Machine Learning: Linear Algebra

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

4.7
Sterne
11,209 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

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.

HE

8. Aug. 2021

the instrutors were too good and their explination for the concepts was to the point and it made me realize things in linear algebra I didn't know before although I studied it in school of engineering

Filtern nach:

1526 - 1550 von 2,223 Bewertungen für Mathematics for Machine Learning: Linear Algebra

von Mohit G

5. Sep. 2020

von Kartik S S

4. Sep. 2020

von NAKKA L P

26. Mai 2020

von tan c

7. Mai 2020

von ‍정희석[ 대 / 컴 ]

8. Jan. 2020

von Mohamed B

30. Nov. 2019

von Muhammad Z H

7. Sep. 2019

von Lintao D

26. Aug. 2019

von Rodrigo F

23. Juni 2019

von Parag B

8. Okt. 2018

von Mrinal G

1. Okt. 2018

von Le N P

11. Juli 2018

von Christopher H

31. März 2018

von Joao G M

9. Dez. 2021

von 현찬수

16. Mai 2021

von Cassey K N P

12. März 2021

von Siti S

28. Feb. 2021

von Qiming L

4. Nov. 2020

von Nguyễn T Đ

28. Okt. 2020

von Qinqin X

11. Juli 2020

von Daniel T d L F

16. März 2020

von Dunwei P

9. März 2020

von Juan N C U

23. Nov. 2019

von ayuthiyea

13. Aug. 2019

von Nedim M

6. Aug. 2019