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

4.6
stars
2,317 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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326 - 350 of 537 Reviews for Linear Algebra for Machine Learning and Data Science

By Sasyesh P S C

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Jan 11, 2025

Excellent

By adeel s

•

Jul 26, 2023

excellent

By Muhammad K M

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Mar 20, 2024

excelent

By Dwiki H

•

Sep 29, 2023

so great

By khushilal s

•

Sep 4, 2023

All good

By ARON H T

•

Mar 13, 2023

Awesome!

By RAM B

•

Jan 15, 2026

Awesome

By Alen A

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Aug 8, 2024

Awesome

By Muhammad K I

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Mar 23, 2024

awesome

By moustafa e

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Apr 20, 2023

amazing

By Polina K

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Feb 14, 2024

Great!

By Artem P

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Sep 24, 2025

Nice!

By 胡福鑫

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Aug 27, 2025

Good！

By Sanket M

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Feb 24, 2025

Great

By Mahesh K

•

Jan 10, 2025

Great

By Susi S M

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Mar 21, 2024

Great

By سنيو - c

•

Mar 7, 2024

thanx

By Michael C

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Dec 19, 2023

Great

By Stephen C

•

Dec 9, 2023

10/10

By RIPALDO L B

•

Sep 27, 2023

Keren

By Shahid R

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Jun 27, 2023

great

By Aoulia M

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Feb 12, 2026

nice

By Tushar W

•

Feb 12, 2026

nice

By Ms. K V

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Jan 12, 2026

good

By Venkata s M

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Sep 26, 2025

good