Data Solutions:

Descriptive Analysis

  • Summarize and describe the main features of a dataset, often through statistical measures and visualizations.
  • This helps in understanding the current state of the data.
  • Identify the underlying causes of observed phenomena.
  • This involves examining data to understand why something happened.

Predictive Analysis

  • Use historical data to make predictions about future events.
  • Techniques like machine learning and statistical modeling are often employed here.

Prescriptive Analysis

  • Suggest actions or strategies based on the data.
  • This involves recommending specific courses of action to achieve desired outcomes.

Exploratory Analysis

  • Discover patterns, relationships, and anomalies in the data.
  • This is often an open-ended process aimed at uncovering new insights.

Inferential Analysis

  • Make inferences about a larger population based on a sample of data.
  • This often involves hypothesis testing and confidence interval estimation.

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