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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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151 - 175 of 408 Reviews for Linear Algebra for Machine Learning and Data Science

By adelaide b

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May 2, 2023

probably could have spent a little more time on the material for week 4 but overall fantastic course.

By Florin C

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Jul 13, 2023

Amazing course! The teacher is one of the best I've seen online. The experience is a positive one!

By Daniel y

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Sep 11, 2024

This course was taught beautifully - concepts were explained well and accompanied by visuals.

By Αντώνιος Τ

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Aug 18, 2023

Andre Ng was right (as usual) for recommending Luis Serrano, he is also an excellent teacher!

By Imran S

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Aug 21, 2024

It was explained with such a nice way, like demonstration of each concept is super amazing.

By Momen A

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Aug 14, 2023

Great Course, with simplified explanations, assessment helps you to understand topics more.

By Jansi E 2

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Oct 27, 2023

I got more details and gained knowledge from this course. I understand the deep concepts.

By Subbu V

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Jul 23, 2023

This totally kicked my butt - but it was well structured and organized. Great work team!

By Bhaskar G

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Aug 11, 2023

It is so amazing course. Superb presentation and so nicely done. I really enjoyed it.

By Valéry B

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Jul 9, 2024

Simple, yet powerful. The eigenvalues eigenvectors part really helped me. Thanks!

By Olivio A C J

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Oct 12, 2023

A very exciting course. Explanations are very good and the exercises are awesome.

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 30, 2023

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

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 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 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 Francis K

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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