Data analytics and -science

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Version 1.0
Created date 05-01-2016

Diagrams

Data analytics en -science

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Data analytics en -science main categories

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Elements

  • 1R algoritm
  • Apriori algoritm
  • Association rules
  • Average, median and mode
  • Bar, Pie and Line chart
  • Binning
  • Box and Whisker diagram
  • Classification
  • Cluster-based local outlier factors (CBLOF)
  • Clustering
  • Correlation
  • Cross tab
  • Data analysis visualisations
  • Data analytics
  • Data reduction
  • Decision tree
  • Feature extraction
  • Forward selection and backward elimination
  • Histogram
  • Inter Quartile Range
  • Inverted document frequency
  • K-means
  • K-nearest neighbors
  • Liniaire regression
  • Logistic regression
  • Naive Bayes
  • n-grams
  • Outlier detection
  • Pattern recognizion
  • Regression
  • Rule based classification
  • Scatter plot
  • Standard deviation
  • Statististical functions
  • Term Frequency
  • Text analysis
  • Timeseries
  • Z-Score

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