{"product_id":"9783031005572","title":"Why AI\/Data Science Projects Fail: How to Avoid Project Pitfalls","description":"\u003ch1\u003eWhy AI\/Data Science Projects Fail: How to Avoid Project Pitfalls\u003c\/h1\u003e \u003ch2\u003eWeiner, Joyce\u003c\/h2\u003e \u003cp\u003eRecent data shows that 87% of Artificial Intelligence\/Big Data projects don’t make it into production (VB Staff, 2019), meaning that most projects are never deployed. This book addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid those pitfalls. Along the way, stories from actual experience in building and deploying data science projects are shared to illustrate the methods and tools. While the book is primarily for data science practitioners, information for managers of data science practitioners is included in the Tips for Managers sections.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-12-18\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003e ISBN-10: 9783031005572\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031005572\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-01685-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x191cm\u003c\/p\u003e \u003cp\u003ePages: 65\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44352136609932,"sku":"9783031005572","price":30.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031005572.jpg?v=1755089547","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031005572","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}