{"product_id":"data-engineering-with-python-by-paul-crickard","title":"Data Engineering with Python By Paul Crickard","description":"\u003cblockquote\u003e\n\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eBest Seller: READ IT \u003cbr\u003ePaper quality: 70 gsm off white (Excellent)\u003cbr\u003eCover quality: 260 gsm card.\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\n\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eSize: B5 (7.5x10) \u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\n\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eDigitally printed, with excellent print and paper quality.\u003cbr\u003eSample Pictures Available in Product\u003c\/span\u003e\u003c\/h2\u003e\n\u003c\/blockquote\u003e\n\u003cdiv 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TruncatedContent__text--large TruncatedContent__text--expanded\" data-testid=\"contentContainer\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003ch2 class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\u003cem\u003e\u003cstrong\u003e\"Every shelf tells a story. Make yours unforgettable with our handpicked titles.\u003c\/strong\u003e\u003cstrong\u003e\"\u003cbr\u003e\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h2\u003e\n\u003ch3\u003e\n\u003cem\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/em\u003e\u003cbr\u003e\n\u003c\/h3\u003e\n\u003ch3\u003e\u003cem\u003e\u003cstrong\u003eBook Synopsis:\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h3\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp data-start=\"194\" data-end=\"562\"\u003e\u003cem data-start=\"194\" data-end=\"224\"\u003eData Engineering with Python\u003c\/em\u003e by \u003cstrong data-start=\"228\" data-end=\"245\"\u003ePaul Crickard\u003c\/strong\u003e is a practical and comprehensive guide for data engineers, analysts, and software developers who want to design, build, and maintain robust data pipelines using Python. This book focuses on the core principles of data engineering, combining theoretical foundations with hands-on examples and real-world applications.\u003c\/p\u003e\n\u003cp data-start=\"564\" data-end=\"955\"\u003eThe book begins with an introduction to data engineering concepts, including data ingestion, transformation, storage, and retrieval. Readers are guided through Python-based tools and frameworks that simplify data processing, including Pandas, SQLAlchemy, and Apache Airflow. The text emphasizes scalable and efficient solutions for managing large volumes of structured and unstructured data.\u003c\/p\u003e\n\u003cp data-start=\"957\" data-end=\"1339\"\u003e\u003cem data-start=\"957\" data-end=\"987\"\u003eData Engineering with Python\u003c\/em\u003e covers essential topics such as ETL (Extract, Transform, Load) pipelines, workflow orchestration, data validation, and performance optimization. Crickard also explores cloud-based data platforms, API integration, and best practices for data quality and governance, preparing readers for modern data engineering challenges in professional environments.\u003c\/p\u003e\n\u003cp data-start=\"1341\" data-end=\"1642\"\u003eOne of the book’s strengths is its focus on practical implementation. Each chapter includes step-by-step examples, code snippets, and exercises that allow readers to apply concepts immediately. The book also addresses common pitfalls and provides tips to ensure robust and maintainable data workflows.\u003c\/p\u003e\n\u003cp data-start=\"1644\" data-end=\"2033\"\u003eIdeal for data engineers, data analysts, Python developers, and students in data science, \u003cem data-start=\"1734\" data-end=\"1764\"\u003eData Engineering with Python\u003c\/em\u003e serves both as a learning resource and a reference manual. It equips readers with the skills needed to automate data pipelines, optimize workflows, and ensure reliable access to high-quality data for analytics, machine learning, and business intelligence applications.\u003c\/p\u003e\n\u003cp data-start=\"2035\" data-end=\"2304\"\u003eWhether you are starting a career in data engineering or looking to enhance your Python skills for data-centric roles, \u003cem data-start=\"2154\" data-end=\"2184\"\u003eData Engineering with Python\u003c\/em\u003e provides a clear, practical, and comprehensive roadmap for building efficient, scalable, and maintainable data systems.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"READ IT","offers":[{"title":"Default Title","offer_id":51604348207416,"sku":null,"price":1380.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0956\/9894\/4312\/files\/813ewpHSGsL._UF1000_1000_QL80.jpg?v=1767988210","url":"https:\/\/read-it.pk\/products\/data-engineering-with-python-by-paul-crickard","provider":"READ IT","version":"1.0","type":"link"}