Navya Amin completed Data Analytics and AI
What Navya demonstrated
Built an end-to-end demand forecasting workflow on 9,648 Adidas transactions: performed EDA, decomposed monthly sales into trend and seasonality, and compared a moving-average baseline, linear regression, and SARIMA using a leakage-free chronological split. SARIMA delivered the best accuracy, and the analysis translated into practical recommendations for seasonal inventory planning and regional revenue focus.
- Leakage-Free Time-Series Evaluation
- Comparative Forecast Model Selection
- Seasonality and Trend Diagnosis
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