data-mining
Algorithmic knowledge discovery
Data-mining is the process of analyzing large datasets to discover patterns, correlations, or useful information.
In business and science, it extracts insights from raw data: Data-mining revealed that customers who bought diapers often bought beer.
The term sometimes carries negative connotations when it involves harvesting personal information without clear consent: The app was caught data-mining users' contact lists.
Systematic grouping by traits
- clusteringForming concentrated groups
- regressionReturn to former state
- associationGroup with shared aim
- k-meansCentroid-based clustering algorithm
Act of removing
- preprocessingInitial data preparation steps
- cleansingRemoving dirt or toxins
- transformationThorough change in form
- ETLSource-to-destination data process
integration · querying · normalization · sampling · validation · cross-validation · evaluation · deployment
Gathered group nearby
- anomalyDeparture from the expected
- associationGroup with shared aim
- trendDirection of change
- outlierDistant data point
correlation · sequence · rule · deviation · seasonality · periodicity · co-occurrence · dependency
Organized collection of information
- HadoopOpen-source cluster framework
- NoSQLSchema-free database systems
- databaseOrganized digital information collection
- SQLDatabase manipulation language
Python · R · SAS · Orange · TensorFlow · scalability · streaming
Computational analysis of genetic data
- supply-chainProduction-to-consumer pathway
- genomicsStudy of entire genetic sequences
classification
Systematic grouping by traits
- clusteringForming concentrated groups
- regressionReturn to former state
- associationGroup with shared aim
extraction
Act of removing
- preprocessingInitial data preparation steps
- cleansingRemoving dirt or toxins
- transformationThorough change in form
ETL · integration · querying · normalization · sampling · validation · cross-validation · evaluation · deployment · iteration
cluster
Gathered group nearby
- anomalyDeparture from the expected
- associationGroup with shared aim
- trendDirection of change
outlier · correlation · sequence · rule · deviation · seasonality · periodicity · co-occurrence · dependency · hierarchy
dataset
Organized collection of information
- HadoopOpen-source cluster framework
- NoSQLSchema-free database systems
- databaseOrganized digital information collection
SQL · Python · R · SAS · Orange · TensorFlow · scalability · streaming
bioinformatics
Computational analysis of genetic data
- supply-chainProduction-to-consumer pathway
- genomicsStudy of entire genetic sequences
mine, data, mining, minerals, miners, datum, mineralogy, minable, data mining