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销售预测优化
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基于历史数据优化销售预测模型，提升业务决策准确性。
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Analyze the monthly sales records from the past two years, including seasonal promotional factors and market trends, to identify key variables affecting sales volume. Construct a forecasting model to estimate next quarter's revenue, while highlighting potential risk factors and providing optimization suggestions.
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请分析过去两年的月度销售记录、季节性促销因素以及市场趋势数据，识别影响销量的关键变量，并构建一个预测模型以估算下一季度的销售额，同时指出潜在的风险因素并提供优化建议。
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