{"product_id":"leaders-and-innovators-9781119232575","title":"Leaders and Innovators","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eAn integrated, strategic approach to higher-value analytics\u003c\/b\u003e \u003cp\u003e\u003ci\u003eLeaders and Innovators: How Data-Driven Organizations Are Winning with Analytics\u003c\/i\u003e shows how businesses leverage enterprise analytics to gain strategic insights for profitability and growth. The key factor is integrated, end-to-end capabilities that encompass data management and analytics from a business and IT perspective; with analytics running inside a database where the data reside, everyday analytical processes become streamlined and more efficient. This book shows you what analytics is, what it can do, and how you can integrate old and new technologies to get more out of your data. Case studies and examples illustrate real-world scenarios in which an optimized analytics system revolutionized an organization''s business. Using in-database and in-memory analytics along with Hadoop, you''ll be equipped to improve performance while reducing processing time from days or weeks to hours or minutes. This more stra\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e“Data management and analytics to beat your competitors; full of examples and case studies of big\u003c\/p\u003e \u003cp\u003edata wins” \u003cb\u003eThe Magpi, issue 60, Aug 2017\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eForeword xi\u003c\/p\u003e \u003cp\u003eAcknowledgments xv\u003c\/p\u003e \u003cp\u003eAbout the Author xvii\u003c\/p\u003e \u003cp\u003eIntroduction xix\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 1 The Analytical Data Life Cycle 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eStage 1: Data Exploration 2\u003c\/p\u003e \u003cp\u003eStage 2: Data Preparation 3\u003c\/p\u003e \u003cp\u003eStage 3: Model Development 4\u003c\/p\u003e \u003cp\u003eStage 4: Model Deployment 6\u003c\/p\u003e \u003cp\u003eEnd-to-End Process 8\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 2 In-Database Processing 11\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eBackground 12\u003c\/p\u003e \u003cp\u003eTraditional Approach 13\u003c\/p\u003e \u003cp\u003eIn-Database Approach 15\u003c\/p\u003e \u003cp\u003eThe Need for In-Database Analytics 16\u003c\/p\u003e \u003cp\u003eSuccess Stories and Use Cases 18\u003c\/p\u003e \u003cp\u003eIn-Database Data Quality 35\u003c\/p\u003e \u003cp\u003eInvestment for In-Database Processing 44\u003c\/p\u003e \u003cp\u003eEndnotes 47\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 3 In-Memory Analytics 49\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eBackground 50\u003c\/p\u003e \u003cp\u003eTraditional Approach 51\u003c\/p\u003e \u003cp\u003eIn-Memory Analytics Approach 53\u003c\/p\u003e \u003cp\u003eThe Need for In-Memory Analytics 56\u003c\/p\u003e \u003cp\u003eSuccess Stories and Use Cases 65\u003c\/p\u003e \u003cp\u003eInvestment for In-Memory Analytics 80\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 4 Hadoop 83\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eBackground 84\u003c\/p\u003e \u003cp\u003eHadoop in the Big Data Environment 86\u003c\/p\u003e \u003cp\u003eUse Cases for Hadoop 87\u003c\/p\u003e \u003cp\u003eHadoop Architecture 89\u003c\/p\u003e \u003cp\u003eBest Practices 92\u003c\/p\u003e \u003cp\u003eBenefits of Hadoop 95\u003c\/p\u003e \u003cp\u003eUse Cases and Success Stories 97\u003c\/p\u003e \u003cp\u003eA Collection of Use Cases 103\u003c\/p\u003e \u003cp\u003eEndnote 105\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 5 Bringing It All Together 107\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eBackground 108\u003c\/p\u003e \u003cp\u003eCollaborative Data Architecture 109\u003c\/p\u003e \u003cp\u003eScenarios for the Collaborative Data Architecture 113\u003c\/p\u003e \u003cp\u003eHow In-Database, In-Memory, and Hadoop Are\u003c\/p\u003e \u003cp\u003eComplementary in a Collaborative Data Architecture 119\u003c\/p\u003e \u003cp\u003eUse Cases and Customer Success Stories 122\u003c\/p\u003e \u003cp\u003eInvestment and Costs 150\u003c\/p\u003e \u003cp\u003eEndnotes 151\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 6 Final Thoughts and Conclusion 153\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eFive Focus Areas 154\u003c\/p\u003e \u003cp\u003eCloud Computing 157\u003c\/p\u003e \u003cp\u003eSecurity: Cyber, Data Breach 168\u003c\/p\u003e \u003cp\u003eAutomating Prescriptive Analytics: IoT, Events, and Data Streams 179\u003c\/p\u003e \u003cp\u003eCognitive Analytics 188\u003c\/p\u003e \u003cp\u003eAnything as a Service (XaaS) 197\u003c\/p\u003e \u003cp\u003eConclusion 204\u003c\/p\u003e \u003cp\u003eAfterword 208\u003c\/p\u003e \u003cp\u003eIndex 210\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407015027031,"sku":"9781119232575","price":34.19,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119232575.jpg?v=1730497882","url":"https:\/\/bookcurl.com\/products\/leaders-and-innovators-9781119232575","provider":"Book Curl","version":"1.0","type":"link"}