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Big Data with Python & Spark: Analyze and Process Terabytes
Paperback
Publisher: Independently Published
Published: Jun 28 2025
Pages: 240
Weight: 0.72
Height: 0.51 Width: 6.00 Depth: 9.00
Language: English
Handle Big Data Like a Pro-With Python and Apache Spark
Today's data is massive. Terabytes. Petabytes. If you want to work at scale, you need tools that move fast and scale even faster.
Big Data with Python & Spark gives you everything you need to analyze, transform, and process massive datasets using two of the most powerful tools in data engineering.
This book blends Python's flexibility with Spark's power, helping you go from raw logs to clean insights-fast. Whether you're a data analyst, engineer, or developer, this hands-on guide equips you with the knowledge to tackle real-world big data projects with confidence.
What You'll Learn:How to set up Spark and PySpark environments for big data projects
The fundamentals of resilient distributed datasets (RDDs) and DataFrames
Data cleaning, ETL pipelines, and batch processing at scale
Writing fast, efficient Spark jobs with Python
Working with structured and semi-structured data: JSON, CSV, Parquet
Real-world use cases in finance, retail, IoT, and web analytics
Performance tuning, lazy evaluation, and memory management in Spark
Running Spark on local machines, clusters, or in the cloud
Visualizing massive data outputs and building summaries
Whether you're processing a few gigabytes or a hundred terabytes, this book will help you write scalable, maintainable, and powerful big data pipelines.
Code smarter. Analyze faster. Scale bigger.
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