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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
2,011 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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276 - 300 of 485 Reviews for Linear Algebra for Machine Learning and Data Science

By Ho脿i 膼

鈥�

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!

By Phan T D

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Feb 13, 2025

Very good course.

By Preeti C

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Feb 12, 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

隆Amazing teacher!

By Seyed h M

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Mar 11, 2023

This is wonderful

By Roberto J

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Mar 10, 2025

Excelente curso

By sony s

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Jul 24, 2024

Excellent cours

By Tuhin D

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May 23, 2023

Very intuitive!

By Dr.V.Parimala

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Apr 10, 2023

good experience

By Parampreet S

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Jun 27, 2023

Great Course!

By MARC F

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Apr 12, 2023

Great course!

By Ester G

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Dec 10, 2024

Exceptional.

By Ali H

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Jul 15, 2024

Nice course

By Marc D

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Jul 11, 2024

Best ever!!

By Sabeur M

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Jan 15, 2024

Great cours

By MUHAMMAD A

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Jul 27, 2023

Its awesome

By Ariana H

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Jun 5, 2023

I loved it.

By Behzad N

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Nov 6, 2023

Fantastic!

By Rajarshi M

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Aug 24, 2023

Excellent!

By Sasyesh P S C

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Jan 11, 2025

Excellent