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4 Types of Analytics That Matter

  • Descriptive analytics provides a snapshot of past business performance, answering 'What happened?'
  • Diagnostic analytics uncovers reasons behind numbers, aiding in identifying root causes of success or failure.
  • Predictive analytics forecasts future trends and outcomes using data models and AI.
  • Prescriptive analytics goes beyond predictions to recommend actions for optimal decision-making.
  • Analytics progression goes from descriptive to prescriptive, guiding from data to insights to actions.
  • Real-time analytics and augmented analytics are emerging trends enhancing data usage.
  • Different team roles contribute to different types of analytics, making it a collaborative effort.
  • Start with descriptive analytics for a clear business view, then progress to diagnostic, predictive, and prescriptive analytics based on goals.
  • Applying analytics involves setting up dashboards, analyzing causes, predicting trends, and making data-driven decisions.
  • Analytics can transform business operations and decision-making processes, leading to enhanced efficiencies and profitability.

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