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Machine Learning in Retail Forecasting
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Classroom Contents
Forecasting Models: Enhancing Retail Operations Resilience
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- 1 Introduction to Data-Driven Retail
- 2 Speaker Introduction and Background
- 3 Overview of Forecasting in Retail
- 4 Understanding the Retail Value Chain
- 5 The Role of Forecasting in Retail
- 6 Challenges in Retail Forecasting
- 7 Forecasting Horizons and Strategic Planning
- 8 Challenges in Retail Forecasting
- 9 Impact of COVID-19 on Retail
- 10 Forecasting Models Overview
- 11 Statistical Forecasting Techniques
- 12 Machine Learning in Retail Forecasting
- 13 Deep Learning Models for Forecasting
- 14 Implementing Time Series Models
- 15 Case Studies in Retail Forecasting
- 16 Future Trends in Retail Forecasting
- 17 Conclusion and Contact Information
