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

4.7
18,296 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.

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:

701 - Machine Learning with Python 的 725 个评论(共 3,260 个)

创建者 Michelle C

Jan 29, 2021

great introduction to machine learning. must have some experience with python to fully understand.

创建者 João R d C

Feb 13, 2020

In the entire course, Saheed was the best instructor, hands down. Made ML seem fun and accessible.

创建者 Amir H

Dec 5, 2019

Very user friendly guide for beginners . just loved it for learning both new libraries and methods

创建者 Rodney C B

Jul 23, 2019

Great class, very clear and comprehensive, thanks for taking the time to build such amazing course

创建者 José L C C

Jun 22, 2025

Excelente curso, videos claros, practicas con JupiterLab y resumenes que afianzan el aprendizaje.

创建者 Lydia

Feb 13, 2021

Great course! Got a good understanding of machine learning and using python for machine learning!

创建者 Anjali S

Jun 5, 2019

It was a great learning experience. Got to learn a lot about Machine learning and its algorithms.

创建者 Xin W

Jun 4, 2019

Very nice course about machine learning. Not just theories but a lot of cases/projects! Exciting!

创建者 Nora S I

May 9, 2019

Very good, the basics very well explained. All other advance courses use everything I learn here.

创建者 Maneesh H D

Mar 26, 2019

Gets technical at times but with the right amount of details, overall a great ML course on Python

创建者 Njabulo

Mar 13, 2019

Serves as a great introduction to the very vast field of machine learning. Many Interesting labs.

创建者 Jose L

Nov 30, 2023

That's fantastic! Machine learning is so easy to understand, and I'm learning it really quickly.

创建者 ASHISH K P 2

Dec 20, 2022

it's great expirience with coursera thank you coursera management to provide such as opportunity

创建者 Pertti R

Aug 12, 2021

A good primer to various use cases and inner workings of the widely used machine learning algos.

创建者 Johanes M L

Feb 5, 2021

It is well structured, systematic and easy to be understood for beginner and intermediate level.

创建者 Ismail

Jul 16, 2020

Awesome course, contains both theory and practise. It also does not bother u with too much math.

创建者 Peter H

Apr 4, 2020

Does what it says on the tin. Would benefit from more course materials - e.g. lecture summaries.

创建者 Mehmet A

Oct 8, 2019

Thank you for making hard subjects simple in order for everyone to be able to understand easily.

创建者 Manoj K P

Mar 13, 2019

Predictive models are explained nicely. there are lot of labs session making it more productive.

创建者 Juan M M C O

Mar 19, 2025

Un curso bastante completo para adquirir conocimiento sobre el aprendizaje automatico en python

创建者 vipin 3

Nov 13, 2024

all the topic is good. lab module is very helpful to implement. There should be concept of CNN.

创建者 Aditi V

Feb 24, 2023

I got an huge amount of knowledge of Machine Learning algorithms that a beginner needs to have.

创建者 Kwaku B

Oct 23, 2020

This course allows you to work on real-world projects that can only help improve your skillsets

创建者 Pushpendra C

Feb 1, 2023

well informed study material. Anyone who is an aspiring Data Scientist, must take this course.

创建者 Dr E

Mar 3, 2022

In my opinion, this course is very difficult. I think there should be more labs and practice.