{"product_id":"data-engineering-with-python-build-etl-pipelines-and-data-workflows-from-scratch-9798293649228","title":"Data Engineering with Python: Build ETL Pipelines and Data Workflows from Scratch","description":"\u003cp\u003e • Author(s): Miguel Farmer\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Science - Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTurn Raw Data into Reliable Insights-One Pipeline at a Time.\u003c\/b\u003e\u003cbr\u003eIn a world where data is the new oil, being able to move, clean, transform, and store data efficiently is a game-changing skill. \u003cb\u003eData Engineering with Python\u003c\/b\u003e gives you the tools and know-how to build end-to-end ETL pipelines and robust data workflows-\u003cb\u003efrom scratch\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eThis book is built for developers, analysts, and aspiring data engineers who want a \u003cb\u003eclear, hands-on guide\u003c\/b\u003e 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.\u003c\/p\u003e\u003cp\u003eWhether you're working with batch or streaming data, local files or cloud services-this book will equip you with the \u003cb\u003ePython-first approach\u003c\/b\u003e to build pipelines that are scalable, maintainable, and ready for the modern data stack.\u003c\/p\u003e\u003cbr\u003e✅ What You'll Learn: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eETL fundamentals and how to build pipelines from zero\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUsing \u003cb\u003ePandas\u003c\/b\u003e, \u003cb\u003eSQLAlchemy\u003c\/b\u003e, and \u003cb\u003eAirflow\u003c\/b\u003e for real-world workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eConnecting to APIs, CSVs, SQL, NoSQL, and cloud storage\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData validation, logging, and error handling for clean pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntroduction to \u003cb\u003eorchestration, scheduling, and automation\u003c\/b\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBest practices for \u003cb\u003emodular, testable pipeline code\u003c\/b\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003ePerfect For: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eAspiring data engineers and developers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData analysts looking to automate and scale workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBackend engineers working with data-heavy applications\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAnyone transitioning into data engineering roles\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334393352343,"sku":"9798293649228","price":1694.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798293649228.webp?v=1768672084","url":"https:\/\/atlanticbooks.com\/products\/data-engineering-with-python-build-etl-pipelines-and-data-workflows-from-scratch-9798293649228","provider":"Atlantic Books","version":"1.0","type":"link"}