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Data Mining Tools some examples.

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Presentation on theme: "Data Mining Tools some examples."— Presentation transcript:

1 Data Mining Tools some examples

2 Data Mining Tools Free software Free software (paid services)
Weka R Python Cortana Free software (paid services) KNIME RapidMiner Commercial software SAS Enterprise Miner SPSS Modeler (IBM)

3 R Programming Language
Command-line interface oriented Machine learning packages rWeka caret (classification and regression training) Several graphical user interfaces RStudio Interactive analysis over the web Shiny (by RStudio)

4 Python Programming Language
Scikit-learn (Machine Learning in Python) sklearn built on NumPy, SciPy, and matplotlib open source Pandas "panel data” econometrics Mlpy TensorFlow

5 KNIME Konstanz Information Miner Academic  Commercial
Large, many plug-ins (Weka algorithms, Cortana)

6 RapidMiner Academic  Commercial
Large, many plug-ins (Weka algorithms)

7 RapidMiner Fancy visualisations

8 Popularity source: kdnuggets.com

9 Commercial vs. free tools
source: kdnuggets.com


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