business analytics
Corporate data science
Business analytics is the practice of examining data to guide business decisions.
It encompasses statistical analysis, predictive modeling, and data visualization to identify patterns, forecast trends, and optimize operations.
Companies use business analytics to understand customer behavior, improve efficiency, and gain competitive advantage: The business analytics team discovered that most cart abandonments happened on mobile devices.
- big dataEnormous datasets analyzed computationally
- data miningExtracting insights from datasets
- machine learningAlgorithms that improve from data
- data visualizationGraphical representation of information
- executive summaryCondensed overview for decision-makers
forecasting · SQL · regression · fraud detection · customer churn · risk assessment · financial modeling · bottom line · clustering · inventory management · reports · deep dive · number crunching · decision trees · neural networks · patterns · spreadsheets · KPIs
business analyticsgut instinct
Immediate unreasoned knowing
intuition · gut feeling · guesswork · hunch · instinct
business analyticsspeculation
Unproven theorizing or risky investment
anecdotal evidence · folk wisdom · blind faith · wishful thinking · conjecture