{"product_id":"data-engineering-for-aiml-pipelines-venkata-karthik-penikalapati-9789365899030","title":"Data Engineering for AI\/ML Pipelines: Ultimate guide to data pipelines and architectures for AI\/ML applications (English Edition)","description":"\u003cp\u003e\u003cstrong\u003eDESCRIPTION \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData engineering is the art of building and managing data pipelines that enable efficient data flow for AI\/ML projects. This book serves as a comprehensive guide to data engineering for AI\/ML systems, equipping you with the knowledge and skills to create robust and scalable data infrastructure.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book covers everything from foundational concepts to advanced techniques. It begins by introducing the role of data engineering in AI\/ML, followed by exploring the lifecycle of data, from data generation and collection to storage and management. Readers will learn how to design robust data pipelines, transform data, and deploy AI\/ML models effectively for real-world applications. The book also explains security, privacy, and compliance, ensuring responsible data management. Finally, it explores future trends, including automation, real-time data processing, and advanced architectures, providing a forward-looking perspective on the evolution of data engineering.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will have a deep understanding of the principles and practices of data engineering for AI\/ML. You will be able to design and implement efficient data pipelines, select appropriate technologies, ensure data quality and security, and leverage data for building successful AI\/ML models. \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKEY FEATURES \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e● Comprehensive guide to building scalable AI\/ML data engineering pipelines.\u003c\/p\u003e\u003cp\u003e● Practical insights into data collection, storage, processing, and analysis.\u003c\/p\u003e\u003cp\u003e● Emphasis on data security, privacy, and emerging trends in AI\/ML.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHAT YOU WILL LEARN\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e● Architect scalable data solutions for AI\/ML-driven applications.\u003c\/p\u003e\u003cp\u003e● Design and implement efficient data pipelines for machine learning.\u003c\/p\u003e\u003cp\u003e● Ensure data security and privacy in AI\/ML systems.\u003c\/p\u003e\u003cp\u003e● Leverage emerging technologies in data engineering for AI\/ML.\u003c\/p\u003e\u003cp\u003e● Optimize data transformation processes for enhanced model performance. \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHO THIS BOOK IS FOR\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is ideal for software engineers, ML practitioners, IT professionals, and students wanting to master data pipelines for AI\/ML. It is also valuable for developers and system architects aiming to expand their knowledge of data-driven technologies.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Venkata Karthik Penikalapati, Mitesh Mangaonkar\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9365899036\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789365899030\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bpb Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/18\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 262\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.55d","brand":"Venkata Karthik Penikalapati","offers":[{"title":"Paperback","offer_id":47001960775935,"sku":"9789365899030","price":37.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_04942c6f-3a71-4f76-97d2-7e1dfe170538.jpg?v=1751602658","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-engineering-for-aiml-pipelines-venkata-karthik-penikalapati-9789365899030","provider":"WR Book House","version":"1.0","type":"link"}