Type of Data analysis technique that focuses on modeling and knowledge discovery for predictive rather than purely descriptive purposes

• Data mining

• Business intelligence

• Descriptive statistics

• Confirmatory data analysis (CDA)

• Exploratory data analysis (EDA)

Type of Data analysis technique that relies heavily on aggregation, focusing on business information

• Data mining

• Business intelligence

• Descriptive statistics

• Confirmatory data analysis (CDA)

• Exploratory data analysis (EDA)

Type of Data analysis technique that focuses on application of statistical models for predictive forecasting or classification

• Data mining

• Business intelligence

• Descriptive statistics

• Confirmatory data analysis (CDA)

• Predictive analytics

Process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making

• Data analysis

• Data management

• Data processing

• Data visualization

• Decision tree

Process of extracting useful information from data

• Data analysis

• Data management

• Data processing

• Data visualization

• Decision tree

Process of conversion of raw data to meaningful information

• Data analysis

• Data management

• Data processing

• Data visualization

• Decision tree

Process of communicate information clearly and efficiently via statistical graphics, plots and information graphics

• Predictive analytics

• Data management

• Data processing

• Data visualization

• Decision tree

Type of the tasks of Data mining

• Predictive analytics

• Data management

• Classification and Prediction

• Data visualization

• Decision tree

Type of the Descriptive tasks of Data mining

• Anomaly detection

• Neural Networks

• Mathematical Formulae

• Classification (IF-THEN) Rules

• Decision trees

Type of the “Classification and Prediction” tasks of Data mining

• Anomaly detection

• Clustering

• Summarization

• Classification (IF-THEN) Rules

• Regression