Predictive Analytics with KNIME: Analytics for Citizen Data Scientists - Frank Acito - 图书 - Springer International Publishing AG - 9783031456329 - 2024年11月30日
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Frank Acito
Predictive Analytics with KNIME: Analytics for Citizen Data Scientists

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元 710
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This 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. The 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.

介质类型 图书     Paperback Book   (平装胶订图书)
已发行 2024年11月30日
ISBN13 9783031456329
出版商 Springer International Publishing AG
页数 314
商品尺寸 234 × 154 × 20 mm   ·   492 g
语言 德语  

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