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Back to Linear Algebra for Machine Learning and Data Science

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

4.6
stars
2,183 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

MS

Aug 27, 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.

AM

Oct 8, 2023

Great course and excellent instructor. All the concepts are explained in details with visual concept. There are also some coding labs so that we can implement what we have learnt.

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326 - 350 of 520 Reviews for Linear Algebra for Machine Learning and Data Science

By ARON H T

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Mar 14, 2023

Awesome!

By Alen A

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Aug 8, 2024

Awesome

By Muhammad K I

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Mar 24, 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 25, 2025

Nice!

By 胡福鑫

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Aug 27, 2025

骋辞辞诲！

By Sanket M

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Feb 24, 2025

Great

By Mahesh K

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Jan 10, 2025

Great

By Susi S M

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Mar 21, 2024

Great

By ???? - c

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Mar 8, 2024

thanx

By Michael C

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Dec 19, 2023

Great

By Stephen C

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Dec 10, 2023

10/10

By RIPALDO L B

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Sep 27, 2023

Keren

By Shahid R

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Jun 27, 2023

great

By Venkata s M

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Sep 26, 2025

good

By Rini W S

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Nov 20, 2024

good

By Fadhila A S

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Oct 14, 2024

Good

By Hanifa F P

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Oct 11, 2024

good

By Muhammad S I

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Oct 8, 2024

nice

By Sasindu C P

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Jun 4, 2024

nice

By Anggi P S

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Mar 24, 2024

good

By Syehan H S

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Oct 18, 2023

good

By Adek P D

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Sep 30, 2023

nice

By Pramitha D

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Sep 22, 2023

cool