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Data Preparation and Analysis
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Data Preparation and Analysis : An easy approach to master data science (English Edition)

Book Details

Format Paperback / Softback
ISBN-10 9365896193
ISBN-13 9789365896190
Publisher BPB Publications
Imprint BPB Publications
Country of Manufacture GB
Country of Publication GB
Publication Date Aug 11th, 2025
Print length 282 Pages
Weight 474 grams
Dimensions 24.10 x 18.90 x 1.60 cms
Ksh 5,700.00
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This book provides a structured and comprehensive learning path, beginning with a broad introduction to data science, its applications, and fundamental analysis methods. You will then explore the core Python libraries for data manipulation, NumPy for efficient numerical operations, and Pandas for powerful data structuring and transformation. The book dedicates significant focus to real-world data challenges, walking you through the crucial steps of data gathering, preparation, and cleaning; addressing issues like scalability, missing data, and inconsistencies.

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