{"product_id":"outlier-detection-in-python","title":"Outlier Detection In Python","description":"\u003cp\u003e\u003cstrong\u003eLearn how to find the unusual, interesting, extreme, or inaccurate parts of your data.\u003c\/strong\u003e\u003cbr\u003e\u003cbr\u003eOutliers can be the most informative parts of your data, revealing hidden insights, novel patterns, and potential problems. For a business, this can mean finding new products, expanding markets, and flagging fraud or other suspicious activity. \u003cem\u003eOutlier Detection in Python\u003c\/em\u003e introduces the tools and techniques you''ll need to uncover the parts of a dataset that don''t look like the rest, even when they''re the more hidden or intertwined among the expected bits.\u003cbr\u003e\u003cbr\u003eIn \u003cem\u003eOutlier Detection in Python\u003c\/em\u003e you''ll learn how to:\u003c\/p\u003e \u003cul\u003e  \u003cli\u003eUse standard Python libraries to identify outliers\u003c\/li\u003e  \u003cli\u003ePick the right detection methods\u003c\/li\u003e  \u003cli\u003eCombine multiple outlier detection methods for improved results\u003c\/li\u003e  \u003cli\u003eInterpret your results\u003c\/li\u003e  \u003cli\u003eWork with numeric, categorical, time series, and text data\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cbr\u003eOutlier detection (OD) is a vital tool for everything from financial auditing to network security. OD techniques also work for testing datasets for quality, collection errors, and data drift. This unique guide introduces the core tools of outlier detection like scikit-learn and PyOD, the principal algorithms used in outlier detection, and common pitfalls you might encounter.\u003c\/p\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57195128258942,"sku":"NW9781633436473","price":53.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9781633436473.jpg?v=1778538872","url":"https:\/\/mediaplace.com\/en-eu\/products\/outlier-detection-in-python","provider":"MediaPlace","version":"1.0","type":"link"}