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Predictive Analytics with KNIME
- Analytics for Citizen Data Scientists
Engelsk
Bogcover for Predictive Analytics with KNIME af Frank Acito, 9783031456329
Specifikationer
Sprog:
Engelsk
Sider:
314
ISBN-13:
9783031456329
Indbinding:
Paperback
ISBN-10:
3031456327
Udg. Dato:
30 nov 2024
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
30 nov 2024
Forfatter(e):

Predictive Analytics with KNIME

- Analytics for Citizen Data Scientists
Engelsk
Paperback 2024
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
314
ISBN-13:
9783031456329
Indbinding:
Paperback
ISBN-10:
3031456327
Udg. Dato:
30 nov 2024
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
30 nov 2024
Forfatter(e):
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