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Mathematics for Machine Learning: Linear Algebra(으)로 돌아가기

임페리얼 칼리지 런던의 Mathematics for Machine Learning: Linear Algebra 학습자 리뷰 및 피드백

4.7
별점
10,261개의 평가
2,060개의 리뷰

강좌 소개

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....

최상위 리뷰

EC
2019년 9월 9일

Excellent review of Linear Algebra even for those who have taken it at school. Handwriting of the first instructor wasn't always legible, but wasn't too bad. Second instructor's handwriting is better.

HE
2021년 8월 8일

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

필터링 기준:

Mathematics for Machine Learning: Linear Algebra의 2,067개 리뷰 중 1801~1825

교육 기관: Hamza K

2019년 11월 30일

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

교육 기관: Debzani M

2020년 4월 29일

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

교육 기관: Deleted A

2019년 7월 19일

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

교육 기관: Secret S L

2021년 9월 27일

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

교육 기관: Hari

2019년 2월 12일

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

교육 기관: Zhuocheng Y

2018년 12월 2일

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

교육 기관: Xinsong D

2018년 6월 14일

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

교육 기관: Rocber

2018년 9월 30일

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

교육 기관: phanidhar s

2020년 6월 1일

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

교육 기관: Benjamin W

2021년 7월 16일

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

교육 기관: Tarun A

2020년 5월 21일

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

thanks.

교육 기관: Aviral A

2018년 12월 10일

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

교육 기관: 胡与诚

2018년 4월 2일

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

교육 기관: Alfian A H

2021년 3월 3일

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

교육 기관: Bruna R

2021년 2월 6일

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

교육 기관: Gundepudi V

2020년 7월 13일

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

교육 기관: Abhirup B

2020년 7월 29일

goood course well designed qizes and aasignments time saving yet fruitful

교육 기관: Julian A

2020년 6월 12일

Fantastic course that provides a great introduction into linear algebra.

교육 기관: Ivan

2018년 6월 4일

The course content is good, but the programming assignment is too easy.

교육 기관: Ritik j

2020년 6월 1일

some topics are explained in a typical way and a bit problem was occur

교육 기관: I M N P M

2021년 2월 24일

The eigen value and eigen vector courses are a bit hard to understand

교육 기관: Kevin O

2021년 2월 25일

A good refresher with some really useful insights about eigenthings.

교육 기관: KIRANKUMAR M

2020년 7월 21일

Its is the best course to know about matrices and their applications

교육 기관: Sharad K L

2020년 3월 9일

Exams were hard and most of the exams were source of the knowledge.

교육 기관: JOSÉ M B D

2020년 1월 25일

excelente curso, me gustaría que se complementara con programación.