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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
2,180 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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201 - 225 of 519 Reviews for Linear Algebra for Machine Learning and Data Science

By Saravanan G

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Sep 28, 2023

i have really enjoyed learning maths in this course such an engaging course it is

By Rakhee S

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Mar 31, 2023

The instructor Luis Serrano is amazing. He explains every topic in great detail.

By mouad k

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Nov 23, 2024

the mathematics is this course make sense like no other university math courses

By David H

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May 9, 2023

Learned a ton, especially about using Python to solve linear algebra problems

By gkccn

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Jan 24, 2024

nice clarity of concepts with the interactive visualization and presentation

By mokshika h

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Jul 8, 2023

Honestly, this is a grate opportunity to improve my knowledge on ML and DS.

By 袨泻褋邪薪邪 袉 携

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Aug 28, 2024

An incredible teacher Interesting and exciting presentation of the material

By Hao Q

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Jul 17, 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 22, 2023

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

By Nafis A

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Feb 23, 2023

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

By Jaime O L R

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Jul 29, 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 13, 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 Stefan F

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May 10, 2025

Explanations are clear and concise. Everything is well thought-out.

By Nabin A

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Aug 10, 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 16, 2024

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

By Francisco J G C

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Oct 26, 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 讗讜专讬 讘

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Feb 15, 2025

amazing content very intuitive teaching thanks! im loving it

By Andrew G

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Feb 6, 2025

I finally get it. Concepts have clicked that haven't before.

By Dhirendra Y

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Jun 22, 2023

Excellent course. Great quizzes and programming assignments.