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เอกสารนี้สรุปภาพรวม “MLOps แบบครบวงจร” สำหรับโปรเจกต์ Retail Demand Forecasting ที่สร้างด้วย AWS (SageMaker Pipelines, Model Registry, Feature Store, Athena, MLflow) และมีการแจ้งเตือน/ดี ...

Abstract: Effectively managing risks in the supply chain is a critical aspect of modern business operations, and predictive analysis emerges as a key tool in business. This topic explores the ...

Abstract: The aim of this study is to improve power consumption prediction accuracy using LSTM-based transfer learning and compare it with XGBoost. High-accuracy machine learning models are needed for ...