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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

EC

Sep 9, 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.

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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976 - 1000 of 2,416 Reviews for Mathematics for Machine Learning: Linear Algebra

By Ajay

Jul 2, 2019

Brilliant course to covers all nitty-gritty of Liner algebra in Machine Learning.

By Andrew L L

Jul 2, 2019

A clear and concise introduction to linear algebra. Excellent instructors as well.

By Janzaib M

Jun 15, 2018

Perfect for those who thinking of starting Machine Learning and Data Science or AI

By Andy T

Mar 10, 2023

It's a nice course for beginners to about the basic of math for machine learning.

By Revi F A M

Mar 19, 2022

im not going to lie, it is hard for me who have forgotten high school mathematics

By Ahmad F G

Mar 11, 2021

it's awesome, come on and join to learn machine learning from mathematics concept

By JANKI B S

Jun 23, 2020

Theory and examples discussed in lecture may more closely mapped to the Exercises

By Dan A

May 9, 2020

Excellent instruction, with great relationship between the videos and assignments

By Suyog P

Jul 20, 2019

Amazing course for neophytes who wants to dive into the world of Machine Learning

By sarathva v

Jun 27, 2019

course is amazing. Approach of teaching via intuitions was just amazing.loved it.

By nishay m

Sep 2, 2018

I Had Really fun doing it and they helped me get a Intuitive learning experience

By Bernard P

Jul 16, 2018

Very helpful insight into linear algebra for ML, also introduction to numpy usage

By Rishabh K Y

Aug 15, 2020

Quite interesting course. Instructors showed great skills. Good for engineering.

By Kovendhan V

Jul 2, 2020

Much needed and often overlooked foundation skills for carving a career in AIML.

By Ravi S

Jun 11, 2020

I want Thank you Coursera and Instructor for adding the values in my knoweledge

By Jack C

May 24, 2020

Great course! It teaches Linear Algebra in a fun, easy(ish), and effective way!

By Ahmed S H M

Apr 22, 2020

Thanks Coursera and Imperial for the awesome instructors, material and content

By Anand K

Apr 17, 2020

damn good! i love David Dye and sam cooper teaching approach and explanations!!

By Ibon U E

Nov 13, 2019

Excellent contents, explanations and practice quiz and programming assignments!

By Ashish P

Jul 24, 2019

Nice to learn math for machine learning and it's nicely design course for that.

By Kristi L

Oct 31, 2023

amazingly taught, engaging lectures and encouragingly designed assignments :-)

By Jose G

Aug 3, 2020

This course is amazing. The concepts are difficult but the effort is worth it.

By HyunGeun L

Jun 24, 2020

It gives me eyes to see everything in the world can explain by linear algebra!

By Miguel C

Jun 23, 2020

Excellent course on linear algebra to obtain (or refresh) some basic concepts.

By Viona Q

Feb 29, 2020

Excellent course. Loved the application of mathematics to real world problems.