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Learner Reviews & Feedback for Linear Algebra for Machine Learning and Data Science by DeepLearning.AI

4.6
stars
2,148 ratings

About the Course

Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, you’ll apply the math concepts you learn using Python programming in hands-on lab exercises. As a learner in this program, you'll need basic to intermediate Python programming skills to be successful. After completing this course, you will be able to: • Represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc. • Apply common vector and matrix algebra operations like dot product, inverse, and determinants • Express certain types of matrix operations as linear transformations • Apply concepts of eigenvalues and eigenvectors to machine learning problems Many machine learning engineers and data scientists need help with mathematics, and even experienced practitioners can feel held back by a lack of math skills. This Specialization uses innovative pedagogy in mathematics to help you learn quickly and intuitively, with courses that use easy-to-follow visualizations to help you see how the math behind machine learning actually works.  We recommend you have a high school level of mathematics (functions, basic algebra) and familiarity with programming (data structures, loops, functions, conditional statements, debugging). Assignments and labs are written in Python but the course introduces all the machine learning libraries you’ll use....

Top reviews

DL

Feb 26, 2023

Best math refresher course. I like this style of the course structure. Starting from basic and intuitive examples, but following the steps I realized I understand all-important concept

MS

Aug 26, 2024

While people focus on teaching how to solve problems basically, It is very good to see people speak about maths like science as a concept with good visualization!. Great work guys.

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276 - 300 of 514 Reviews for Linear Algebra for Machine Learning and Data Science

By Ali H K

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May 6, 2023

Nicely planned curriculum.

By Aditya C

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Sep 14, 2025

Actually was a god course

By Axelliano R S

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Mar 27, 2024

Nice and Beginer Friendly

By Hassan A

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Aug 3, 2023

A wonderful course it is!

By John L

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Mar 9, 2023

Nicely explained course.

By Ijaz A R

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Apr 21, 2025

One of the best courses

By Huy L

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Mar 19, 2024

really good fun course

By Mohamed B ( B

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Mar 10, 2024

Excellent and seamless

By Kamal H A

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Oct 30, 2023

Thanks for teaching me

By Matias B (

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Feb 21, 2025

Es un curso excelente

By Abdelrahman H

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Sep 27, 2023

i loved it so much !

By Hoài Đ

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Mar 17, 2023

Excellent course!!!

By Adham W G E D A F

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Apr 12, 2024

Incredible course!

By Ibrahim E

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Jul 15, 2023

easy to understand

By Varun M

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May 7, 2023

an awesome course!

By CARLOS E G

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Sep 18, 2025

Excellent course!

By Phan T D

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Feb 12, 2025

Very good course.

By Preeti C

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Feb 11, 2025

Excellent Course!

By Mosaab E B

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Mar 10, 2024

Great Course!!!!!

By MD S M

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Dec 23, 2023

Best of the Best!

By Leonardo B

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May 30, 2023

¡Amazing teacher!

By Seyed h M

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Mar 11, 2023

This is wonderful

By Satyanarayan M

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Aug 29, 2025

Nicely organized

By Sarath S

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Aug 24, 2025

Wonderful course

By Roberto J

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Mar 10, 2025

Excelente curso