Hands-On Data Preprocessing in Python : Learn How to Effectively Prepare Data for Successful Data Analytics
Record details
- ISBN: 9781801072137
- ISBN: 1801079951
- ISBN: 9781801079952
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Physical Description:
1 online resource (602 pages)
remote - Publisher: Birmingham : Packt Publishing, Limited, 2022.
Content descriptions
Formatted Contents Note: | Table of Contents Review of the Core Modules of NumPy and Pandas Review of Another Core Module - Matplotlib Data – What Is It Really? Databases Data Visualization Prediction Classification Clustering Analysis Data Cleaning Level I - Cleaning Up the Table Data Cleaning Level II - Unpacking, Restructuring, and Reformulating the Table Data Cleaning Level III- Missing Values, Outliers, and Errors Data Fusion and Data Integration Data Reduction Data Transformation and Massaging Case Study 1 - Mental Health in Tech Case Study 2 - Predicting COVID-19 Hospitalizations Case Study 3: United States Counties Clustering Analysis Summary, Practice Case Studies, and Conclusions. |
Search for related items by subject
Subject: | Python (Computer program language) Electronic data processing Python (Langage de programmation) Electronic data processing Python (Computer program language) |
Genre: | electronic book > ebook |