{"product_id":"data-engineering-for-ai-ml-pipelines-ultimate-guide-to-data-pipelines-and-architectures-for-ai-ml-applications-english-edition-paperback","title":"Data Engineering for AI\/ML Pipelines: Ultimate guide to data pipelines and architectures for AI\/ML applications (English Edition) - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eVenkata Karthik Penikalapati\u003c\/b\u003e (Author), \u003cb\u003eMitesh Mangaonkar\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 262\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.55 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 18, 2024\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43154632704063,"sku":"9789365899030","price":65.58,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/ltJhxTmoCQ9789365899030.webp?v=1776958019","url":"https:\/\/dhlswag.com\/products\/data-engineering-for-ai-ml-pipelines-ultimate-guide-to-data-pipelines-and-architectures-for-ai-ml-applications-english-edition-paperback","provider":"BBB","version":"1.0","type":"link"}