Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Sijo_Valayakkad_Manikandan_43_forecasting_retail_resilience Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to Data-Driven Retail 0:30 Speaker Introduction and Background 1:26 Overview of Forecasting in Retail 3:49 Understanding the Retail Value Chain 7:09 The Role of Forecasting in Retail 14:16 Challenges in Retail Forecasting 14:41 Forecasting Horizons and Strategic Planning 21:56 Challenges in Retail Forecasting 24:43 Impact of COVID-19 on Retail 27:27 Forecasting Models Overview 29:31 Statistical Forecasting Techniques 30:48 Machine Learning in Retail Forecasting 33:13 Deep Learning Models for Forecasting 34:49 Implementing Time Series Models 37:33 Case Studies in Retail Forecasting 41:50 Future Trends in Retail Forecasting 46:45 Conclusion and Contact Information