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学生对 IBM 提供的 Supervised Machine Learning: Classification 的评价和反馈

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423 个评分

课程概述

This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on using best practices for classification, including train and test splits, and handling data sets with unbalanced classes. By the end of this course you should be able to: -Differentiate uses and applications of classification and classification ensembles -Describe and use logistic regression models -Describe and use decision tree and tree-ensemble models -Describe and use other ensemble methods for classification -Use a variety of error metrics to compare and select the classification model that best suits your data -Use oversampling and undersampling as techniques to handle unbalanced classes in a data set   Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Classification techniques in a business setting.   What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics....

热门审阅

NR

Feb 21, 2022

Great course, well structured. The presentation of the different methods is very clear and well separated to understand the differences. A good understanding of classifiers is gained from this course.

AD

Feb 5, 2023

Well-structured learning path. If you dont have previous python experience you can catch up after a couple of weeks as the workflow is similar regardless of the algorithmn you are using

筛选依据：

26 - Supervised Machine Learning: Classification 的 50 个评论（共 86 个）

创建者 JV K

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Sep 15, 2022

The course is well designed and easy to follow. (communication and feedback mechanism with Coursera could be improved).

创建者 My B

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Apr 19, 2021

A well-structured and practical course which helps me answer lots of my concerns from the past until now.

创建者 Ranjith P

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Apr 13, 2021

I recommend this course to everyone who wants to excel in Machine Learning. This is a Great Course!

创建者 Hariom S

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Oct 2, 2021

It was a perfect experience and the instructor was very good. Thanks, IMB and Coursera

创建者 Rorisang S

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May 16, 2021

Fantastic presentations and detailed course material make this course really worth it!

创建者 Paulo E B d M

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Jun 8, 2022

It took longer than I expected. Lots of information, but high quality and useful.

创建者 Verny H M B

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Aug 16, 2023

Great course with principal models to classification, very usefull in python

创建者 Kevin P

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Mar 21, 2022

this course taught me a lot even after being a practioner for 10+ years!

创建者 george s

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Aug 30, 2021

One of the best courses offered by IBM and coursera, 100% recommended.

创建者 Bradford M

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Oct 17, 2023

Intensive course to learn classification supervised machine learning

创建者 Marwan K

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Nov 23, 2021

Thank you Coursera.

Thank you IBM

Thank you to all instructors.

创建者 Samridhi D .

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Jul 12, 2025

The best model to start from the basic to the advanced level.

创建者 Luis P S

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May 24, 2021

Always a pleasure learning new ML skills through this course!

创建者 Daniel B

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Sep 12, 2023

Really good course and the code examples are excellent.

创建者 Javier I T V

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Feb 4, 2023

Amazing. Full of content, activities. A lot to learn

创建者 Yohanes S

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Jun 30, 2022

Great! Helps me build my career path in Data Science

创建者 Zain K

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Jul 10, 2023

If you are willing to learn, they got you covered!

创建者 Abhishek P

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Sep 26, 2023

Very Interesting and useful for understanding ml.

创建者 Marwa M

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Oct 18, 2024

amazing instructor and informative content.

创建者 Kymberly A

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Nov 27, 2023

Detailed information and examples provided.

创建者 wissam m

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Aug 22, 2021

Best professional machine learning course

创建者 NgocTTM4

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Jun 22, 2023

Thank you very much to the instructors!

创建者 Hayyan A

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Mar 22, 2022

it is helpful and wonderful

创建者 Abhishek K R

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Mar 6, 2025

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创建者 Vishal J

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Dec 4, 2020

Changed my viewpoint