Data Science

Sdot Data Analysis

📈 3. Predictive Analysis: Forecasting Future Trends

Predictive analytics uses machine learning and statistical models to forecast future outcomes.

Technique Application
Regression Analysis Predicts trends based on historical data (e.g., sales forecasts).
Time Series Analysis Analyzes patterns in time-dependent data.
Machine Learning Uses AI algorithms to enhance predictions.

For example, banks use predictive analytics to assess loan risks.