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

4.5
stars
1,544 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

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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.

PA

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Best Visual Explanation, I've got new thinking of the same things which I had learned in the Past. It great Course Thanks for making Such Amazing Content.

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226 - 250 of 408 Reviews for Linear Algebra for Machine Learning and Data Science

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 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 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 sony s

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Jul 23, 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 26, 2023

Great Course!

By MARC F

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Apr 11, 2023

Great course!

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 26, 2023

Its awesome

By Ariana H

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Jun 4, 2023

I loved it.

By Behzad N

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Nov 5, 2023

Fantastic!

By Rajarshi M

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Aug 23, 2023

Excellent!

By adeel s

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Jul 26, 2023

excellent

By Muhammad K M

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Mar 20, 2024

excelent