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The M5 dataset consists of Walmart sales data. Specifically, daily unit sales of 3,049 products, classified in 3 product categories (Hobbies, Foods, and Household), and 7 product departments in which the previously mentioned categories are disaggregated. The products are sold across 10 stores, located in 3 States (California, Texas, and Wisconsin).
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To download the dataset, you may do so at the following link: https://www.kaggle.com/c/m5-forecasting-accuracy
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### Chapter Outline
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1. M5 Dataset
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2. Pre-processing
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3. One-Step Prediction
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4. Multi-Step Prediction
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5. Feature Importance
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6. Summary
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