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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.

JT

Apr 17, 2020

This course was a great taster for machine learning techniques. My only recommendation would be to add more explanation on tuning techniques for models and cover more of the supporting mathematics.

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.