{"title":"Business \u0026 Productivity Software","description":null,"products":[{"product_id":"designing-machine-learning-systems-an-iterative-process-for-production-ready-applications-paperback","title":"Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications - 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\u003eChip Huyen\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMachine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. \u003c\/p\u003e\u003cp\u003e Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives. The iterative framework in this book uses actual case studies backed by ample references. \u003c\/p\u003e\u003cp\u003e This book will help you tackle scenarios such as: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eEngineering data and choosing the right metrics to solve a business problem\u003c\/li\u003e \u003cli\u003eAutomating the process for continually developing, evaluating, deploying, and updating models\u003c\/li\u003e \u003cli\u003eDeveloping a monitoring system to quickly detect and address issues your models might encounter in production\u003c\/li\u003e \u003cli\u003eArchitecting an ML platform that serves across use cases\u003c\/li\u003e \u003cli\u003eDeveloping responsible ML systems\u003c\/li\u003e \u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eChip Huyen (https: \/\/huyenchip.com) is a co-founder of Claypot AI, a platform for real-time machine learning. Through her work at NVIDIA, Netflix, and Snorkel AI, she has helped some of the world's largest organizations develop and deploy machine learning systems. She teaches CS 329S: Machine Learning Systems Design at Stanford, whose lecture notes this book is based on. \u003cbr\u003e\u003cbr\u003eLinkedIn included her among Top Voices in Software Development (2019) and Top Voices in Data Science \u0026amp; AI (2020). She is also the author of four bestselling Vietnamese books, including the series Xach ba lo len va Di (Pack Your Bag and Go). She also runs a Discord server on MLOps with over 6,000 members (https: \/\/discord.com\/invite\/Mw77HPrgjF).\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 386\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.7 x 9.1 x 6.9 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 21, 2022\u003c\/div\u003e","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":49166254473370,"sku":"9781098107963","price":72.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0761\/1197\/0458\/files\/iHT4hOKsu29781098107963.webp?v=1788374773"},{"product_id":"ai-in-business-for-dummies-paperback","title":"AI in Business for Dummies - 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\u003eJeffrey Allan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCreate an AI strategy that best fits your business\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eYou've heard about how artificial intelligence will revolutionize business, but maybe you're not sure how it will revolutionize your business. In \u003ci\u003eAI in Business For Dummies, \u003c\/i\u003e AI researcher and consultant Jeffrey Allan delivers clear insight into the capabilities of AI, the AI tools that get the job done, and how to best put artificial intelligence to work in your company. \u003c\/p\u003e\u003cp\u003eUsing the book's step-by-step instructions, you'll learn how to build the latest AI tech in your business strategies. You'll also discover real-world examples of effective AI implementations in tasks like workflow automation, closing sales, handling data analytics, and driving innovation. The book also dives into ideas on how to get your staff and colleagues on board as well as how to use AI in an ethical manner. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eAI in Business For Dummies\u003c\/i\u003e also includes: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA breakdown of the essentials of AI technology and how each intersects with business use\u003c\/li\u003e \u003cli\u003eWays to avoid common business AI mistakes and pitfalls\u003c\/li\u003e \u003cli\u003eTips on future-proofing your AI investment\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for managers, executives, entrepreneurs, founders, and other business leaders, \u003ci\u003eAI in Business For Dummies\u003c\/i\u003e is a must-read resource for anyone with an interest in taking advantage of the newest, most exciting technologies in business.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 368\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.9 x 9.1 x 7.4 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e February 03, 2026\u003c\/div\u003e","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":49166254604442,"sku":"9781394377343","price":36.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0761\/1197\/0458\/files\/gZRp3dWFnW9781394377343.webp?v=1788374773"}],"url":"https:\/\/answersforall.us\/it\/collections\/business-productivity-software.oembed","provider":"Answers For All","version":"1.0","type":"link"}