Mastering Exploratory Analysis with pandas: Build an end-to-end data analysis workflow with Python

Mastering Exploratory Analysis with pandas: Build an end-to-end data analysis workflow with Python

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Sep 29, 2018 · 英語 · Kindle (140 頁數)
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格式 Kindle
頁數 140
語言 英語
已出版 Sep 29, 2018
出版商 Packt Publishing

描述

Harish Garg guides readers through the intricacies of exploratory data analysis using Python's powerful libraries. This book introduces essential tools such as pandas for data manipulation, Jupyter notebooks for interactive coding, and Matplotlib for data visualization, allowing readers to construct a comprehensive end-to-end data analysis workflow.

Through practical examples and clear explanations, Garg demystifies the process of analyzing complex datasets. Each chapter builds upon the last, equipping readers with the skills needed to handle real-world data challenges, from data cleaning to visualization. As they progress, they will gain confidence in their ability to extract meaningful insights from raw data.

Whether a beginner or an experienced programmer looking to sharpen their skills, the reader will find valuable knowledge that enhances their proficiency in data analysis. With a hands-on approach and emphasis on practical application, this work stands as an essential resource for anyone looking to excel in the field of data science.
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