{"product_id":"exploratory-data-mining-and-data-cleaning","title":"Exploratory Data Mining and Data Cleaning","description":"\u003cul\u003e\n\u003cli\u003eWritten for practitioners of data mining, data cleaning and database management.\u003c\/li\u003e\n\u003cli\u003ePresents a technical treatment of data quality including process, metrics, tools and algorithms.\u003c\/li\u003e\n\u003cli\u003eFocuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge.\u003c\/li\u003e\n\u003cli\u003eAddresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches.\u003c\/li\u003e\n\u003cli\u003eUses case studies to illustrate applications in real life scenarios.\u003c\/li\u003e\n\u003cli\u003eHighlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eExploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Product","offer_id":54221719830872,"sku":"9780471268512","price":142.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780471268512__676553ee5c0e0.jpg?v=1741159833","url":"https:\/\/agendabookshop.com\/products\/exploratory-data-mining-and-data-cleaning","provider":"Agenda Bookshop","version":"1.0","type":"link"}