{"product_id":"predictive-analytics-with-knime-analytics-for-citizen-data-scientists-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\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eFrank Acito\u003c\/b\u003e is Professor emeritus, Indiana University, Bloomington\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":50401752416530,"sku":"9783031456299","price":128.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_0c41619b-1037-4b69-84ef-82ad8e113795.jpg?v=1729145790","url":"https:\/\/surprise-castle.myshopify.com\/products\/predictive-analytics-with-knime-analytics-for-citizen-data-scientists-9783031456299","provider":"Surprise Castle","version":"1.0","type":"link"}