{"product_id":"predictive-analytics-with-knime-frank-acito-9783031456299","title":"Predictive Analytics with Knime: Analytics for Citizen Data Scientists","description":"\u003cp\u003eThis book is about data analytics, including problem definition, data preparation, and data analysis. A variety of techniques (e.g., regression, logistic regression, cluster analysis, neural nets, decision trees, and others) are covered with conceptual background as well as demonstrations of KNIME using each tool.\u003c\/p\u003e \u003cp\u003eThe book uses KNIME, which is a comprehensive, open-source software tool for analytics that does not require coding but instead uses an intuitive drag-and-drop workflow to create a network of connected nodes on an interactive canvas. KNIME workflows provide graphic representations of each step taken in analyses, making the analyses self-documenting. The graphical documentation makes it easy to reproduce analyses, as well as to communicate methods and results to others. Integration with R is also available in KNIME, and several examples using R nodes in a KNIME workflow are demonstrated for special functions and tools not explicitly included in KNIME.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Frank Acito\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3031456297\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783031456299\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/30\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 314\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.41lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"Frank Acito","offers":[{"title":"Hardcover","offer_id":44598733209855,"sku":"9783031456299","price":119.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9ec7cf47-79a5-4bf0-a767-e6663a4ec23f.jpg?v=1702384125","url":"https:\/\/www.whiterainbookhouse.com\/products\/predictive-analytics-with-knime-frank-acito-9783031456299","provider":"WR Book House","version":"1.0","type":"link"}