{"product_id":"intelligent-techniques-for-predictive-data-analytics","title":"Intelligent Techniques for Predictive Data Analytics","description":"\u003cp\u003e\u003cb\u003eComprehensive resource covering tools and techniques used for predictive analytics with practical applications across various industries\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eIntelligent Techniques for Predictive Data Analytics \u003c\/i\u003eprovides an in-depth introduction of the tools and techniques used for predictive analytics, covering applications in cyber security, network security, data mining, and machine learning across various industries. Each chapter offers a brief introduction on the subject to make the text accessible regardless of background knowledge. \u003c\/p\u003e\u003cp\u003eReaders will gain a clear understanding of how to use data processing, classification, and analysis to support strategic decisions, such as optimizing marketing strategies and customer relationship management and recommendation systems, improving general business operations, and predicting occurrence of chronic diseases for better patient management. \u003c\/p\u003e\u003cp\u003eTraditional data analytics uses dashboards to illustrate trends and outliers, but with large data sets, this process is labor-intensive and time-consuming. This book provides everything readers need to save time by performing deep, efficient analysis without human bias and time constraints. A section on current challenges in the field is also included. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eIntelligent Techniques for Predictive Data Analytics \u003c\/i\u003ecovers sample topics such as:  \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eModels to choose from in predictive modeling, including classification, clustering, forecast, outlier, and time series models \u003c\/li\u003e\n\u003cli\u003ePrice forecasting, quality optimization, and insect and disease plant and monitoring in agriculture \u003c\/li\u003e\n\u003cli\u003eFraud detection and prevention, credit scoring, financial planning, and customer analytics \u003c\/li\u003e\n\u003cli\u003eBig data in smart grids, smart grid analytics, and predictive smart grid quality monitoring, maintenance, and load forecasting \u003c\/li\u003e\n\u003cli\u003eManagement of uncertainty in predictive data analytics and probable future developments in the field\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eIntelligent Techniques for Predictive Data Analytics \u003c\/i\u003eis an essential resource on the subject for professionals and researchers working in data science or data management seeking to understand the different models of predictive analytics, along with graduate students studying data science courses and professionals and academics new to the field.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49782619832664,"sku":"9781394227969","price":124.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781394227969.jpg?v=1778549434","url":"https:\/\/agendabookshop.com\/products\/intelligent-techniques-for-predictive-data-analytics","provider":"Agenda Bookshop","version":"1.0","type":"link"}