{"product_id":"predictive-analytics-with-knime-analytics-for-citizen-data-scientists-9783031456299","title":"Predictive Analytics with Knime: Analytics for Citizen Data Scientists","description":"\u003cp\u003e • Author(s): Frank Acito\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Statistics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\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","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45276094103703,"sku":"9783031456299","price":8079.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031456299.webp?v=1769284701","url":"https:\/\/atlanticbooks.com\/products\/predictive-analytics-with-knime-analytics-for-citizen-data-scientists-9783031456299","provider":"Atlantic Books","version":"1.0","type":"link"}