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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: 5,054
Рецензии: 931

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

EC

Sep 10, 2019

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.

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.

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351–375 из 927 отзывов о курсе Mathematics for Machine Learning: Linear Algebra

автор: Niclas F S

Apr 14, 2018

Superb introduction to Linear Algebra! Thanks to the instructors for their very clear explanations!

автор: Judy W

Feb 03, 2020

some contents need to do further research online to have a deep understanding. Lectures are great!

автор: Wasim A

Dec 28, 2019

Well, structured course. Highly helpful to clear the doubts of Linear Algebra and Its application.

автор: Stephen

Oct 01, 2019

Amazing course with great practical examinations to better understand the theory and implement it.

автор: Angela G

Sep 26, 2019

The instruction was excellent, and there were a lot of assignment and/or quizzes to help practice.

автор: Ivan K

Apr 14, 2019

Great instructors and great engagement. A very comfy way to have a broad view on a linear algebra.

автор: Rafi D

Jan 23, 2019

Gained an intuitive understanding of Linear Algebra like never before. The professors are awesome.

автор: Hamza a

Aug 25, 2018

A Very good course to get knowledge of linear algebra and its applications to ML and data science

автор: 姚静萱

Feb 21, 2020

Thanks for all professors. The content is really good, looking forword to the following courses.

автор: Antonio C P

Jan 17, 2020

Awesome videos with expert instructors. Also enjoyed the assignments and notebooks, very useful!

автор: Moon H H

Jun 12, 2019

Great explanation by great professors, which is making me inspiration on a further topic like ML

автор: Emma M

Jan 27, 2020

I had not done much mathematics since high school. I thoroughly enjoyed this course. Well done.

автор: Cheng-Young A

Nov 23, 2019

Wonderful course. Allowed me to familiarize with Linear Algebra without spending a lot of time!

автор: Jinwei Z

Jul 23, 2019

I am a student in imperial this course help me a lot in learning 496 math for machine learning.

автор: Jean-Marc S

Mar 06, 2019

Love this! Quality of the recording is impressive, content what exactly what I was looking for.

автор: Himanshu S J

Mar 12, 2020

First time I felt Mathematics is not just a Number it's so much of visualization. Math is fun.

автор: Michael R

Sep 17, 2019

Very visual and engaging. The lecturers' passion for the topic adds to the learning experience

автор: Santosh B

Apr 10, 2019

A well designed refresher course with greater emphasis on teaching us the underlying concepts.

автор: Nabijonov K T

Nov 15, 2019

Great course and must have for machine learning students. Course however is not for beginners

автор: Shashank S

Sep 14, 2018

A very nice introduction of linear algebra from applications in machine learning perspective.

автор: Dhiraj K K

Jan 11, 2020

This course revised everything which I learnt before. The professors are awesome! Thank You.

автор: Loay W

Jul 07, 2019

The First time I can interpret the linear algebra operations and build intuition about them!

автор: Khandakar A H

May 12, 2019

practicing with this course is really helpful for beginners in the world of machine learning

автор: ONTEDDU R K R

May 29, 2019

Well structured, and excellent professors, and with challenging assignments. Worth my time.

автор: sergey z

Jan 24, 2019

Thorough and friendly face instructor from Imperial, a pleasure to watch and easy to follow