{"product_id":"data-cleaning-9781450371537","title":"Data Cleaning","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eFocuses on data cleaning, which is used to refer to all kinds of tasks and activities to detect and repair errors in the data. Rather than focus on a particular data cleaning task, the book gives an overview of the end-to-end data cleaning process, describing various error detection and repair methods.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003ePreface\u003c\/li\u003e\n\u003cli\u003eFigure and Table Credits\u003c\/li\u003e\n\u003cli\u003eIntroduction\u003c\/li\u003e\n\u003cli\u003eOutlier Detection\u003c\/li\u003e\n\u003cli\u003eData Deduplication\u003c\/li\u003e\n\u003cli\u003eData Transformation\u003c\/li\u003e\n\u003cli\u003eData Quality Rule Definition and Discovery\u003c\/li\u003e\n\u003cli\u003eRule-Based Data Cleaning\u003c\/li\u003e\n\u003cli\u003eMachine Learning and Probabilistic Data Cleaning\u003c\/li\u003e\n\u003cli\u003eConclusion and Future Thoughts\u003c\/li\u003e\n\u003cli\u003eReferences\u003c\/li\u003e\n\u003cli\u003eIndex\u003c\/li\u003e\n\u003cli\u003eAuthor Biographies\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Association for Computing Machinery","offers":[{"title":"Default Title","offer_id":52084935524695,"sku":"9781450371537","price":54.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781450371537.jpg?v=1762207625","url":"https:\/\/bookcurl.com\/products\/data-cleaning-9781450371537","provider":"Book Curl","version":"1.0","type":"link"}