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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
1,970 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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476 - 481 of 481 Reviews for Linear Algebra for Machine Learning and Data Science

By Ikram A

鈥�

Nov 5, 2023

only 1 star because, the quiz labs are not working properly.

By Atharva P

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Aug 7, 2023

Worst Linear Algebra course with all wrong coding solutions.

By Hana A S A

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Dec 21, 2024

丕賳丨匕賮鬲 毓賳丿賷 丕賱丕賰賵丕丿 賮賷 丕賱賲禺鬲亘乇 賵賲丕 賯丿乇鬲 丕乇噩毓賴丕

By Nivethitha S

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Oct 14, 2023

Last week 4 assignment didn't submitted

By Cameron S D

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May 12, 2023

Won't let me un-enroll!

By Ehsan s

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May 20, 2024

poor content delivery.