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

4.7
18,084 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

RN

May 25, 2020

Labs were incredibly useful as a practical learning tool which therefore helped in the final assignment! I wouldn't have done well in the final assignment without it together with the lecture videos!

RV

Jan 14, 2025

good course , some part is typical more statistical part shown, even i have good understanding of ML , so new learner will find little typical. rest tutor voice and language is understandable.

筛选依据:

751 - Machine Learning with Python 的 775 个评论(共 3,228 个)

创建者 Deepak g

Jul 10, 2020

Its is good course , specially last exercise , try to understand logic and peers code also.

创建者 Zayn S

Jul 8, 2020

BRILLIANT course, highly recommend. A great balance of theory, mathematics and programming.

创建者 Nguyen T N H

Jun 7, 2020

The course is informative and well-structured. I really enjoyed the peer-graded assignment.

创建者 Ella H

Apr 24, 2020

I learned a lot from this course and much appreciated for the efforts the instructors made.

创建者 Branly L

Jan 28, 2020

Good job to the coursera team,

In this course I learned many things I needed.

Thanks a lot.

创建者 Junaid T

Aug 26, 2023

It was a great experience! Very well taught and there is plenty to practice your learning.

创建者 T. B

Mar 5, 2023

This course is very good for those who what to learn machine Learning with python language

创建者 Cristiana E R C S

Feb 10, 2022

Curso excelente. Aborda conceitos importantíssimos! Aprendi muito com as aulas e projetos.

创建者 Patrick B

Mar 1, 2021

Real nice AI introduction, a class like that is a must to really understand AI. Great job!

创建者 Muhammad W

Dec 29, 2020

I considered Machine Learning a difficult subject but this course made it simple and easy.

创建者 Apil R

Dec 11, 2020

This course is amazing and taught perfectly by the lecturer. It was an amazing experience.

创建者 Mehmet C

Oct 24, 2020

it was great thank you! I've learn a lot. There are a lot of Lab which force you to learn.

创建者 Meet M

Jul 28, 2020

It was an awesome experience learning data science from experienced data scientists at IBM

创建者 Sandeep G

Jul 14, 2020

Wonderful course. Its give me a lot idea related to techniques,method and stats used in ML

创建者 Florian

Jun 29, 2020

I liked the course very much. Covers all basic aspects and provides real-life examples. :)

创建者 Thomas J

May 29, 2020

Excellent course with user friendly practicals. Giving me the tools to be more productive.

创建者 Shaharin A

Mar 26, 2020

A good course for beginners but its also very hard to understand all the coding and stuffs

创建者 Seham M A H N

Sep 24, 2019

It was a really big chance for me to join this amazing course which leads me to learn more

创建者 Hridesh Y

Jul 21, 2019

The course was very well designed and the content was very precise and easy to understand.

创建者 Selvakumar M

Mar 22, 2025

Excellent set of tutorial videos. Great way to learn AI and ML concepts through practice.

创建者 Deepayan S

Jun 5, 2020

great course forming the basics in Machine Learning. But you should know PYTHON at first.

创建者 Yusuf U A

May 14, 2020

It is a very interesting course and the instructors were really engaging and explanatory.

创建者 Serena T

Jan 13, 2020

A tough course! But glad we have a good instructor who gave alot of lab exercises.

Thanks!

创建者 Bhushan Y

Sep 10, 2019

This helps me a lot to improve my ML skills and python Skills,

Thank you Coursera and IBM

创建者 Minh P

Jul 21, 2019

There is some lab should have answers to compare results. Overall, this is a great course