Practical Python Data Wrangling and Data Quality

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Practical Python Data Wrangling and Data Quality

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Danh mục: Sách ngoại ngữ, Sách IT, Sách chuyên ngành, Sách Tiếng Anh quyển Lẻ
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Mô tả

Practical Python Data Wrangling and Data Quality

Practical Python Data Wrangling and Data Quality (Final Release) (Sách gia công, Bìa mềm)

Thể loại:Computers - Organization and Data Processing

Năm:2021

Ngôn ngữ:english

Trang:578

The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meaningful insights and compelling visualizations.

Complementing foundational concepts with expert advice, author Susan E. McGregor provides the resources you need to extract, evaluate, and analyze a wide variety of data sources and formats, along with the tools to communicate your findings effectively. This book delivers a methodical, jargon-free way for data practitioners at any level, from true novices to seasoned professionals, to harness the power of data.

Use Python 3.8+ to read, write, and transform data from a variety of sources

Understand and use programming basics in Python to wrangle data at scale

Organize, document, and structure your code using best practices

Collect data from structured data files, web pages, and APIs

Perform basic statistical analyses to make meaning from datasets

Visualize and present data in clear and compelling ways