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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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2,154 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.

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301 - Linear Algebra for Machine Learning and Data Science 的 325 个评论（共 514 个）

创建者 sony s

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Jul 23, 2024

Excellent cours

创建者 Tuhin D

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May 23, 2023

Very intuitive!

创建者 Dr.V.Parimala

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Apr 10, 2023

good experience

创建者 sambit c

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Jul 20, 2025

great course.

创建者 Parampreet S

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Jun 26, 2023

Great Course!

创建者 MARC F

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Apr 11, 2023

Great course!

创建者 Ester G

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Dec 9, 2024

Exceptional.

创建者 Ali H

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Jul 15, 2024

Nice course

创建者 Marc D

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Jul 11, 2024

Best ever!!

创建者 Sabeur M

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Jan 15, 2024

Great cours

创建者 MUHAMMAD A

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Jul 26, 2023

Its awesome

创建者 Ariana H

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Jun 4, 2023

I loved it.

创建者 Behzad N

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Nov 5, 2023

Fantastic!

创建者 Rajarshi M

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Aug 23, 2023

Excellent!

创建者 Dr.A. R

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Jul 25, 2025

excellent

创建者 Deleted A

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Jul 16, 2025

excellent

创建者 Sasyesh P S C

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Jan 10, 2025

Excellent

创建者 adeel s

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Jul 26, 2023

excellent

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