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学生对 IBM 提供的 Machine Learning with Python 的评价和反馈

4.7
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18,295 个评分

课程概述

Python is a core skill in machine learning, and this course equips you with the tools to apply it effectively. You’ll learn key ML concepts, build models with scikit-learn, and gain hands-on experience using Jupyter Notebooks. Start with regression techniques like linear, multiple linear, polynomial, and logistic regression. Then move into supervised models such as decision trees, K-Nearest Neighbors, and support vector machines. You’ll also explore unsupervised learning, including clustering methods and dimensionality reduction with PCA, t-SNE, and UMAP. Through real-world labs, you’ll practice model evaluation, cross-validation, regularization, and pipeline optimization. A final project on rainfall prediction and a course-wide exam will help you apply and reinforce your skills. Enroll now to start building machine learning models with confidence using Python....

热门审阅

IK

Dec 13, 2022

Thank you Coursera & IBM for offering such a wonderful career-oriented course. Thank you very much Dr SAEED AGHABOZORGI and Dr Joseph Santarcangelo for providing the amazing learning Journey.

CA

Dec 31, 2019

could be split in two courses to be given enough focus. it was very condensed and needed more time and explanation in each section. The instructor was very good but more details would have been nice

筛选依据：

3076 - Machine Learning with Python 的 3100 个评论（共 3,259 个）

创建者 SHAONI C

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Dec 2, 2019

needs more clarification on classification algorithm

创建者 lorenzo a

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Feb 12, 2020

soooo many typoes and small mistakes in this course

创建者 H A H

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May 19, 2020

this is good course about basic machine learning..

创建者 Haykel S

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Dec 26, 2019

The Correction of assignment is not very correct.

创建者 Nicolas B

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Sep 12, 2024

No summary, glossary, or seeing our quiz answers

创建者 Bao P

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Aug 23, 2023

Just the basis. I want more focus on the coding

创建者 NIGAR S

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Jul 9, 2025

I think it is useful and important for my work

创建者 YuxinFeng

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Dec 24, 2020

final assignment表述不够明确，整个课程内容都非常形式化，lab都是直接调包

创建者 Minh L N

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Aug 15, 2020

The course should have been designed better

创建者 Reginaldo B

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Oct 9, 2020

It should be splited in two larger courses

创建者 RAHUL D

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Oct 27, 2023

Lab material are not getting installed

创建者 Abdul R

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Mar 27, 2020

Labs Are not responding it sucks a lot

创建者 Катерина М

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Jan 28, 2025

Мені треба почати з основ Пайтон

创建者 ARYAN A

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May 28, 2023

Could have been more elaborative

创建者 dk

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Nov 22, 2019

不建议新人学，这个是系列课程的一部分，内容不多 只讲个大概给你听

创建者 Omkar A

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Jun 17, 2019

Practical Classes were Missing.

创建者 Avni G

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Apr 18, 2025

how do i access my certificate

创建者 David P P

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Jul 27, 2024

Labs take too long to execute

创建者 Carlos F

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Jun 14, 2021

No one answers on the forum.

创建者 aditi m

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Nov 18, 2020

Very difficult for beginners

创建者 Scheef K

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Nov 22, 2022

beginners, not intermediate

创建者 Philip F

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Jan 24, 2019

the tool for HW doesnt work

创建者 MOHAMMED A A A

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Feb 4, 2024

Contains outdated material

创建者 Manoj P

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Oct 30, 2018

can be done much better

创建者 Shimanshu S

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Dec 25, 2025

Labs could be better.