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Cover for Pandas Cookbook: Practical recipes for scientific computing, time series, and exploratory data analysis using Python

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Pandas Cookbook: Practical recipes for scientific computing, time series, and exploratory data analysis using Python

Name: Pandas Cookbook: Practical recipes for scientific computing, time series, and exploratory data analysis using Python
ISBN: 9781836205869

By
- William Ayd
- Matthew Harrison
Publisher
- Packt Publishing

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Language: English
Format
Category: Non-Fiction

Unlock the full power of pandas 2.x with this hands-on cookbook, designed for Python developers, data analysts, and data scientists who need fast, efficient solutions for real-world data challenges. This book provides practical, ready-to-use recipes to streamline your workflow. With step-by-step guidance, you'll master data wrangling, visualization, performance optimization, and scalable data analysis using pandas’ most powerful features. From importing and merging large datasets to advanced time series analysis and SQL-like operations, this cookbook equips you with the tools to analyze, manipulate, and visualize data like a pro. Learn how to boost efficiency, optimize memory usage, and seamlessly integrate pandas with NumPy, PyArrow, and databases. This book will help you transform raw data into actionable insights with ease.

Release date

Ebook: 31 October 2024