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

4.6
stars
1,732 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

NA

Jun 17, 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 26, 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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176 - 200 of 435 Reviews for Linear Algebra for Machine Learning and Data Science

By Оксана І Я

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Aug 27, 2024

An incredible teacher Interesting and exciting presentation of the material

By Hao Q

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Jul 16, 2023

Love the simple, graphical and intuitive way of teaching of the instructor.

By Matthew M

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Oct 17, 2024

Great coverage of the fundamentals - though will require external reading

By Dimitris F

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Oct 21, 2023

Great course for refreshing linear algebra - Luis is a fantastic teacher!

By Nafis A

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Feb 22, 2023

It's an excellent course. Very well tailored and brilliantly explained.

By Jaime O L R

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Jul 28, 2023

Luis is an excellent teacher. Complex concepts are clearly explained.

By Misikir G T

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May 29, 2023

Very useful and powerful of linear algebra with excellent instructor.

By Shubham K

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Aug 12, 2024

Great Course to Boost Your Fundamentals On Matrices And Determinants

By Kyaw K H

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Mar 26, 2023

Really Good Introduction to linear algebra with a lot of handon labs

By Nabin A

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Aug 9, 2023

Worth it Course for linear algebra foundations for Machine Learning

By Christofer O

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May 8, 2024

Recommended courses for Math Data Science Introduction to beginner

By Shaheen B

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Jul 15, 2024

Very supportive assistants on DeepLeaning.AI site for the course.

By Francisco J G C

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Oct 25, 2023

A very well designed course with practical examples and exercises

By o b

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Aug 17, 2023

It's not the easiest course but It totally worth it to finish.

By 王真真Adriana

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Feb 23, 2023

Excellent! It's a must before starting Machine Learning path.

By Dhirendra Y

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Jun 21, 2023

Excellent course. Great quizzes and programming assignments.

By Uriel B

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Sep 4, 2024

Nice course with all the materials up-to-date I recommended

By Subodh S

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Nov 6, 2023

a good course designed for absolute beginner. thank you sir

By Marko N

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Aug 2, 2023

Nice course with good motivating examples for each concept.

By Suddhaswatta M

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Apr 25, 2023

Great course on Linear Algebra . Helped to fill lot of gaps

By Abdallah A O

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Nov 2, 2023

Good refreshment to be able to start the real world stuff

By Inna W

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Apr 11, 2024

Good material, solid explanations and exercises. Helpful

By Elmer F

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Jun 14, 2023

Teacher made class very easy to follow and to the point.

By lion

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Oct 18, 2023

수학과 친하지 않은 저도 재밌게 할 수 있도록 만들어주셔서 끝까지 배울 수 있었습니다. 감사합니다!

By Martin A (

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May 20, 2023

Best Linear Algebra course ever. Now I understand it.