{"product_id":"database-design-and-modeling-with-google-cloud-learn-database-design-and-development-to-take-your-data-to-applications-analytics-and-ai-9781804611456","title":"Database Design and Modeling with Google Cloud: Learn database design and development to take your data to applications, analytics, and AI","description":"\u003cp\u003e\u003cstrong\u003eBuild faster and efficient real-world applications on the cloud with a fitting database model that's perfect for your needs\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eFamiliarize yourself with business and technical considerations involved in modeling the right database\u003c\/li\u003e\n\u003cli\u003eTake your data to applications, analytics, and AI with real-world examples\u003c\/li\u003e\n\u003cli\u003eLearn how to code, build, and deploy end-to-end solutions with expert advice\u003c\/li\u003e\n\u003cli\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eIn the age of lightning-speed delivery, customers want everything developed, built, and delivered at high speed and at scale. Knowledge, design, and choice of database is critical in that journey, but there is no one-size-fits-all solution. This book serves as a comprehensive and practical guide for data professionals who want to design and model their databases efficiently. \u003c\/p\u003e\u003cp\u003eThe book begins by taking you through business, technical, and design considerations for databases. Next, it takes you on an immersive structured database deep dive for both transactional and analytical real-world use cases using Cloud SQL, Spanner, and BigQuery. As you progress, you'll explore semi-structured and unstructured database considerations with practical applications using Firestore, cloud storage, and more. You'll also find insights into operational considerations for databases and the database design journey for taking your data to AI with Vertex AI APIs and generative AI examples. \u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be well-versed in designing and modeling data and databases for your applications using Google Cloud.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eUnderstand different use cases and real-world applications of data in the cloud\u003c\/li\u003e\n\u003cli\u003eWork with document and indexed NoSQL databases\u003c\/li\u003e\n\u003cli\u003eGet to grips with modeling considerations for analytics, AI, and ML\u003c\/li\u003e\n\u003cli\u003eUse real-world examples to learn about ETL services\u003c\/li\u003e\n\u003cli\u003eDesign structured, semi-structured, and unstructured data for your applications and analytics\u003c\/li\u003e\n\u003cli\u003eImprove observability, performance, security, scalability, latency SLAs, SLIs, and SLOs\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is for database developers, data engineers, and architects looking to design, model, and build database applications on the cloud with an extended focus on operational consideration and taking their data to AI. Data scientists, as well ML and AI engineers who want to use Google Cloud services in the data to AI journey will also find plenty of useful information in this book. It will also be useful to data analysts and BI developers who want to use SQL impactfully to generate ML and generative AI insights from their data. \u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eData, Databases, and Design\u003c\/li\u003e\n\u003cli\u003eHandling Data on the Cloud\u003c\/li\u003e\n\u003cli\u003eDatabase Modeling for Structured Data\u003c\/li\u003e\n\u003cli\u003eSetting Up a Fully Managed RDBMS\u003c\/li\u003e\n\u003cli\u003eDesigning an Analytical Data Warehouse\u003c\/li\u003e\n\u003cli\u003eDesigning for Semi-structured Data\u003c\/li\u003e\n\u003cli\u003eUnstructured Data Management\u003c\/li\u003e\n\u003cli\u003eDevOps and Databases\u003c\/li\u003e\n\u003cli\u003eData to AI - Modeling Your Databases for Analytics and ML\u003c\/li\u003e\n\u003cli\u003eLooking Ahead - Designing for LLM Applications\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Abirami Sukumaran\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/29\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 234\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.49d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781804611456\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eSukumaran, Abirami:\u003c\/i\u003e\u003c\/b\u003e - Abirami Sukumaran has over 17 years of experience in application development and leadership in the areas of databases, data management, and analytics, across industries, with a few patents filed in the data management and data science areas. She is a lead developer advocate at Google specializing in Google Cloud databases and data to AI services, focusing on developer experience and product excellence enabling developers, practitioners, startups and customers to learn, build, and evolve with Google Cloud.She is pursuing a doctorate in business administration specializing in Machine Learning. She is a certified Yoga instructor\/practitioner, blogger, and speaker who enjoys books, movies \u0026amp; learning to become a licensed private pilot.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Paperback","offer_id":43646230954099,"sku":"9.7818E+12","price":37.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_5e3f4af1-2b88-42d4-88dd-730dbe9db30d.jpg?v=1755947953","url":"https:\/\/bookstorenmore.com\/products\/database-design-and-modeling-with-google-cloud-learn-database-design-and-development-to-take-your-data-to-applications-analytics-and-ai-9781804611456","provider":"Bookstore N More","version":"1.0","type":"link"}