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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
1,970 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鈥檒l 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: 鈥� Represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc. 鈥� Apply common vector and matrix algebra operations like dot product, inverse, and determinants 鈥� Express certain types of matrix operations as linear transformations 鈥� 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.聽 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鈥檒l use....

Top reviews

NA

Jun 18, 2023

Very visual and application oriented and gives the context for machine learning and where linAL is applied in PCA and neural networks. The structure is really byte sized and fun to work with.

SP

Jul 27, 2023

This course is truly exceptional for individuals eager to strengthen their grasp of Linear Algebra concepts, paving the way for a deeper understanding of machine learning and data science.

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251 - 275 of 481 Reviews for Linear Algebra for Machine Learning and Data Science

By Alivia N W

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Oct 9, 2024

it was a lot but so fun to learn 馃槶

By Parsa N

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Nov 11, 2023

I fell in love with Linear Algebra!

By Steve F

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Mar 12, 2023

It was very descriptive and awesome

By Pietro P

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Jun 17, 2024

Finalmente apprezzo la matematica!

By Nuntawat C

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Jan 24, 2025

Great content. You make math fun!

By Waheed A

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May 16, 2023

good experience learn new things

By RATNAYAKE R M

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Aug 22, 2024

Great course. clearly explained

By Francesco M

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Jun 30, 2023

Easy to follow and interesting.

By Afsal K

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Oct 23, 2024

better course, loved so much,

By Pavol D

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Jun 9, 2024

Great course and instructor.

By M. R S

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Sep 28, 2023

so hard make me think harder

By Ali H K

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May 7, 2023

Nicely planned curriculum.

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 10, 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 20, 2024

really good fun course

By Mohamed B ( Y S

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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 22, 2025

Es un curso excelente

By Abdelrahman H

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Sep 28, 2023

i loved it so much !

By Ho脿i 膼

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Mar 17, 2023

Excellent course!!!

By Adham W G E D A F

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Apr 13, 2024

Incredible course!

By Ibrahim E

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Jul 16, 2023

easy to understand

By Varun M

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May 8, 2023

an awesome course!