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Data Engineering with Python: Build ETL Pipelines and Data Workflows from Scratch by Farmer, Miguel

Data Engineering with Python: Build ETL Pipelines and Data Workflows from Scratch

by Miguel Farmer
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Book cover type: Paperback
  • ISBN13: 9798293649228
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 272
  • Original Price: GBP 14.82
  • Language: English
  • Edition: N/A
  • Item Weight: 368 grams
  • BISAC Subject(s): Data Science / Data Modeling & Design

Turn Raw Data into Reliable Insights-One Pipeline at a Time.
In a world where data is the new oil, being able to move, clean, transform, and store data efficiently is a game-changing skill. Data Engineering with Python gives you the tools and know-how to build end-to-end ETL pipelines and robust data workflows-from scratch.

This book is built for developers, analysts, and aspiring data engineers who want a clear, hands-on guide to real-world data engineering. You'll master how to extract data from APIs and databases, clean and structure it using Python, and load it into data warehouses for downstream analysis. With step-by-step walkthroughs, best practices, and scalable architecture patterns, you'll go beyond the theory and start building production-grade systems.

Whether you're working with batch or streaming data, local files or cloud services-this book will equip you with the Python-first approach to build pipelines that are scalable, maintainable, and ready for the modern data stack.


✅ What You'll Learn:

  • ETL fundamentals and how to build pipelines from zero

  • Using Pandas, SQLAlchemy, and Airflow for real-world workflows

  • Connecting to APIs, CSVs, SQL, NoSQL, and cloud storage

  • Data validation, logging, and error handling for clean pipelines

  • Introduction to orchestration, scheduling, and automation

  • Best practices for modular, testable pipeline code


Perfect For:

  • Aspiring data engineers and developers

  • Data analysts looking to automate and scale workflows

  • Backend engineers working with data-heavy applications

  • Anyone transitioning into data engineering roles


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