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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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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

MS

Aug 26, 2024

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

May 27, 2023

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.

筛选依据：

326 - Linear Algebra for Machine Learning and Data Science 的 350 个评论（共 525 个）

创建者 Muhammad K M

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Mar 20, 2024

excelent

创建者 Dwiki H

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Sep 29, 2023

so great

创建者 khushilal s

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Sep 4, 2023

All good

创建者 ARON H T

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Mar 13, 2023

Awesome!

创建者 Alen A

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Aug 8, 2024

Awesome

创建者 Muhammad K I

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Mar 23, 2024

awesome

创建者 moustafa e

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Apr 20, 2023

amazing

创建者 Polina K

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Feb 14, 2024

Great!

创建者 Artem P

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Sep 24, 2025

Nice!

创建者 胡福鑫

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Aug 27, 2025

Good！

创建者 Sanket M

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Feb 24, 2025

Great

创建者 Mahesh K

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Jan 10, 2025

Great

创建者 Susi S M

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Mar 21, 2024

Great

创建者 سنيو - c

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Mar 7, 2024

thanx

创建者 Michael C

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Dec 19, 2023

Great

创建者 Stephen C

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Dec 9, 2023

10/10

创建者 RIPALDO L B

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Sep 27, 2023

Keren

创建者 Shahid R

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Jun 27, 2023

great

创建者 Venkata s M

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Sep 26, 2025

good

创建者 Rini W S

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Nov 20, 2024

good

创建者 Fadhila A S

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Oct 14, 2024

Good

创建者 Hanifa F P

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Oct 10, 2024

good

创建者 Muhammad S I

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Oct 8, 2024

nice

创建者 Sasindu C P

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Jun 3, 2024

nice

创建者 Anggi P S

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Mar 23, 2024

good