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学生对 DeepLearning.AI 提供的 Linear Algebra for Machine Learning and Data Science 的评价和反馈

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2,205 个评分

课程概述

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....

热门审阅

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.

筛选依据：

276 - Linear Algebra for Machine Learning and Data Science 的 300 个评论（共 524 个）

创建者 Francesco M

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Jun 30, 2023

Easy to follow and interesting.

创建者 Afsal K

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Oct 22, 2024

better course, loved so much,

创建者 Pavol D

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Jun 9, 2024

Great course and instructor.

创建者 M. R S

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Sep 28, 2023

so hard make me think harder

创建者 Ali H K

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May 6, 2023

Nicely planned curriculum.

创建者 Aditya C

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Sep 14, 2025

Actually was a god course

创建者 Axelliano R S

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Mar 27, 2024

Nice and Beginer Friendly

创建者 Hassan A

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Aug 3, 2023

A wonderful course it is!

创建者 John L

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Mar 9, 2023

Nicely explained course.

创建者 Ijaz A R

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Apr 21, 2025

One of the best courses

创建者 Huy L

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Mar 19, 2024

really good fun course

创建者 Mohamed B ( B

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Mar 10, 2024

Excellent and seamless

创建者 Kamal H A

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Oct 30, 2023

Thanks for teaching me

创建者 Matias B (

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Feb 21, 2025

Es un curso excelente

创建者 Abdelrahman H

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Sep 27, 2023

i loved it so much !

创建者 Hoài Đ

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Mar 17, 2023

Excellent course!!!

创建者 Adham W G E D A F

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Apr 12, 2024

Incredible course!

创建者 Ibrahim E

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Jul 15, 2023

easy to understand

创建者 Varun M

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May 7, 2023

an awesome course!

创建者 SULTANH Z H A

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Nov 28, 2025

Beautifully done!

创建者 CARLOS E G

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Sep 18, 2025

Excellent course!

创建者 Phan T D

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Feb 12, 2025

Very good course.

创建者 Preeti C

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Feb 11, 2025

Excellent Course!

创建者 Mosaab E B

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Mar 10, 2024

Great Course!!!!!

创建者 MD S M

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Dec 23, 2023

Best of the Best!