Chevron Left
返回到 Exploratory Data Analysis for Machine Learning

学生对 IBM 提供的 Exploratory Data Analysis for Machine Learning 的评价和反馈

4.6
星
2,543 个评分

课程概述

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. By the end of this course you should be able to: Retrieve data from multiple data sources: SQL, NoSQL databases, APIs, Cloud  Describe and use common feature selection and feature engineering techniques Handle categorical and ordinal features, as well as missing values Use a variety of techniques for detecting and dealing with outliers Articulate why feature scaling is important and use a variety of scaling techniques   Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience  with Machine Learning and Artificial Intelligence 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 Calculus, Linear Algebra, Probability, and Statistics....

热门审阅

KG

Nov 4, 2022

Good introduction to the workflow in EDA for ML. I appreciate the code examples that provide a useful reference to code syntax and some practice with EDA.

SG

Jul 25, 2022

Great course. Just some concepts should be explained slowly and carefully but they are just skimmed through... overall a good course for EDA.

筛选依据：

351 - Exploratory Data Analysis for Machine Learning 的 375 个评论（共 515 个）

创建者 Aditi S

•

Aug 17, 2025

good

创建者 Rahul C

•

Aug 15, 2025

good

创建者 Trần M K

•

Jul 14, 2025

good

创建者 Sanchi C

•

Jun 21, 2025

good

创建者 Neema R

•

Jun 8, 2025

good

创建者 Ishan d

•

Jun 6, 2025

good

创建者 priyankar n

•

Mar 21, 2025

Nice

创建者 Khunakhan A

•

Feb 6, 2025

imba

创建者 Anurag T

•

Feb 4, 2025

good

创建者 Krishna K K

•

Dec 21, 2024

good

创建者 Диас А

•

Dec 9, 2024

good

创建者 SOMYA P

•

Nov 25, 2024

good

创建者 Gandham H

•

Nov 12, 2024

good

创建者 Ayuska S

•

Oct 30, 2024

good

创建者 Rudra P J

•

Oct 8, 2024

Nice

创建者 Sahil

•

Sep 14, 2024

good

创建者 shashank s

•

Sep 7, 2024

good

创建者 GUDITI J B

•

Feb 29, 2024

Nice

创建者 Chonchal K

•

Dec 31, 2023

good

创建者 Shivani S

•

Oct 23, 2023

good

创建者 Avijit B

•

May 27, 2023

well

创建者 Nurlan I

•

Mar 25, 2023

s cd

创建者 NIMALAN P

•

Feb 4, 2023

good

创建者 KASIREDDY A

•

Nov 16, 2022

GOOD

创建者 Sabina S

•

Oct 18, 2021

Good