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Вернуться к Mathematics for Machine Learning: Linear Algebra

Отзывы учащихся о курсе Mathematics for Machine Learning: Linear Algebra от партнера Имперский колледж Лондона

4.7
звезд
Оценки: 5,093
Рецензии: 935

О курсе

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....

Лучшие рецензии

CS

Apr 01, 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.

NS

Dec 23, 2018

Professors teaches in so much friendly manner. This is beginner level course. Don't expect you will dive deep inside the Linear Algebra. But the foundation will become solid if you attend this course.

Фильтр по:

276–300 из 934 отзывов о курсе Mathematics for Machine Learning: Linear Algebra

автор: Vibhutesh K S

May 16, 2019

It was quite intersting. Have studied these vector operations previously but havn't paid much emphasis on the geometric point of view.

автор: Alex C

Sep 02, 2019

Very good explanation!

I have READ linear algebra for not less than 5 times, this course explained the concepts so well and I LEARNED!

автор: Gergo G

Mar 14, 2019

Very professional and passionate lecturers with positive vibes. Recommended course to gain mathematical intuition in linear algebra.

автор: AKSHAY K

Sep 16, 2018

It's a great foundation course for anyone who wants start their journey in Data Science.The content is relevant to ML applications.

автор: Nushaine F

Jun 08, 2019

This is my first course on coursera, and it was an awesome experience! I will definitely be taking more courses in the near future

автор: Vipin S

Jul 29, 2019

Very well designed course to provide the background in a simplified form on a concept which is top of mind for several businesses

автор: liyimeng

Jun 18, 2018

It's really helpful to rebuild the fundamental, not very deep enough. It's better to read some books as well when take the course

автор: Neeraj R

Jan 26, 2019

I had already looked at Khan Academy and 3bluebrown1 before taking this course.

This course packs the best of both in one place.

автор: Munesh R L

May 15, 2018

Checked few courses and finally found this one providing great intuition and lots of confidence go deeper into neural networks.

автор: Adel A

Aug 01, 2019

Very interesting course. I realy enjoyed all the explanations, the geometrical hints on every concept introduced.

Thanks à lot

автор: Raghuram K

Jan 29, 2020

This course has broadened my intuition and empowered me to appreciate the Linear algebra, thank you very much for this course

автор: Luis F S U

Aug 21, 2019

I think it is and excellent course because it has a really intuitively way of explaining important concepts of linear algebra

автор: Zhuoyu C

Nov 23, 2019

From a different point of view to learn linear algebra from my undergraduate study, which is really good and more intuitive!

автор: Ajay S

Feb 21, 2019

A great course to learn mathematics for machine learning . Learn a lot thanks for providing me financial aid for the course.

автор: Saras A

Dec 11, 2019

Very quick thorough covering of the fundamentals of Linear Algebra as applicable to ML.

It has some decent Python stuff too.

автор: Kar H G

Jul 29, 2019

Loved the course, the difficulty is a bit uneven between some lessons but overall, I am satisfied with the overall quality.

автор: Aditya B

Apr 24, 2018

A beautiful course to give you an insight about the geometric interpretation of ML and get an intuition of various concepts

автор: Md S S K

Feb 03, 2019

It' like I am learning the vectors and the concepts of linear algebra with much more efficiency knowing where to use them.

автор: Борох Д С

Feb 01, 2020

нормальный курс, базовые вещи по линейной алгербре рассказаны, объем небольшой но то что рассказывается - весьма доступно

автор: shesh

Jun 14, 2019

Awesomely interactive and renders decent coverage of subject.. would recommend it for every ardent learner of the subject

автор: Justin K

Apr 28, 2019

Great course. Good use of animations during the lectures. The notes in the python projects help if you're new to Python.

автор: Hause L

Aug 31, 2019

Excellent course that provides mathematical and geometric intuition behind the linear algebra used in machine learning!

автор: Mengchan G

Apr 28, 2019

I like the accent of the professor! The context of the lesson is develop gradually which aids my understanding of math.

автор: Tirthankar B

Apr 20, 2019

Excellent intro to Linear Algebra with clarity on concepts such as application of Gram Schmidt method and Eigenvectors.

автор: Кузьмин К Ю

Aug 30, 2018

During this course i finally got intuition for many things in Linear Algebra that seemed to me too complicated before.