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Back to Mathematics for Machine Learning: Linear Algebra

Learner Reviews & Feedback for Mathematics for Machine Learning: Linear Algebra by Imperial College London

4.7
stars
12,186 ratings

About the Course

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 reviews

HE

Aug 8, 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

NS

Dec 22, 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.

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501 - 525 of 2,416 Reviews for Mathematics for Machine Learning: Linear Algebra

By Yuta S

May 4, 2021

Amazing course I have ever had. The explanation helped me understand the complex concept. Strongly recommend to take it if you would like to build up the basic math skills.

By Arun I

Aug 3, 2020

Great course. Great instructors and loved the whole course.

Basis transformations, eigen vectors, eigen basis and related applications were great and explained with clarity.

By mostafa i

Jan 9, 2020

Really the content of the course and the Instructor are amazing really thanks as i understand how we can map the linear algebra to the real life especially Machine Learning

By Akash s

Dec 22, 2020

I had completed the Machine Learning course earlier and was browsing for related maths and I stumbled upon the linear algebra course as I found it to be quite instructive.

By Sofiatun N

Mar 11, 2021

I am very happy to be given the opportunity to take this course. I like the visualization part because I try to play the numbers and see what happens. You have to try it.

By Farhodbek S

Mar 7, 2021

It was awesome. The core concepts explained in a best way. I really appreciate their work and recommend to everybody who is looking for the best course of linear algebra.

By Rahul N

Aug 24, 2020

This course gave me the best knowledge about Linear Algebra right from basics. The concepts in this course will be very useful and are actually essential for programming.

By Lude R

Jun 9, 2020

The lectures are very organized and concise. The practice problems, including coding exercises, are very relevant and helpful for understanding and applying the concepts.

By Marina P

Aug 20, 2019

Enjoyed a lot this course! Its very practical and visual, the assignments are fun and I learned a lot from them. Sometimes it was quite challenging, but not overwhelming.

By ps s

Apr 22, 2018

very well designed course. After a long search for perfect math intro to ML this was the perfect course i stumbled upon. Instructors are engaging and content is relevant.

By Mohammad P

Apr 7, 2023

Greetings, don't be tired, thank you dear professor for your efforts in the courses I hope you are healthy and happy. Mohammad Pakzad from Iran

Thank you for read my text

By Anthony T

Aug 9, 2021

Overall very good. Occasionally had to go away and research the topic elsewhere to supplement the teaching, but generally very clear explanations and helpful exercises.

By cornell

Jul 28, 2021

The course is very interesting and intuitive. The professors utilize many methods to make the course easy to learn and in this course linear algebra is not so abstract.

By Percy A L G

Nov 23, 2020

Muy buen curso, te da un muy buen repaso del algebra lineal aprendido en la universidad, si eres nuevo en el tema también es didáctica la forma de enseñar y los ejemplos

By Omkar R

Jun 3, 2020

I really enjoyed both the instuctors their, teching skills are so good.I highly recommend this course to my peers those who want to do their career in machine learning .

By Mrinal S

Apr 29, 2018

I really enjoyed this course esp the way it was taught .The presenter used geometrical representation to make the theory understand. There was no need to refer the book.

By Anmol M

Feb 20, 2021

Very good course to formulate intuitions for underlying mathematics of ML algorithms. This is everything that is missing from all the practical courses on the internet.

By Fernando l

Sep 18, 2024

Este curso me ha gustado mucho ya que me ha aportado un conocimiento más amplio de las matemáticas al igual que me ha enseñado la importancia de su uso en la vida real

By Prateek k

Sep 6, 2020

Very good course for me to start having better understanding of linear algebra for even a high school student... thank you very much for the awesome course content....

By Ritu R

Oct 2, 2019

If you are a machine learner I will recommend you should take this course, it's a like foundation it helps me a lot to understand the machine learning at deeper level.

By Arthur T R

Sep 18, 2018

Excellent course, covering a lot of important concepts and giving a simple and intuitive interpretation for them. One of the best online courses I ever participated.

By Handers T

Mar 24, 2023

Clear and concise. It will be better if they use graphical representation akin to 3blue1brown because it's really build up the concept in the simple and easy manner.

By Andrew B

Aug 20, 2019

The seminar gave a much better conceptual understanding of linear algebra that I have not appreciated from previous course work. I thoroughly enjoy all the lectures

By sameen n

Feb 22, 2019

It give me basic understanding of vectors and matrices. Understand the concepts of eigen values and eigen vectors and got understanding of how google pagerank works.

By Tich M

Jan 3, 2019

This is a top intro class and looks at linear algebra from first principles , focusing on the intuition (and the math follows very smoothly). Perfect class, really!