Certificate in AI for Streamlined Stock Management
-- ViewingNowThe Certificate in AI for Streamlined Stock Management is a comprehensive course designed to equip learners with essential skills in AI and machine learning for modern supply chain and inventory management. This course emphasizes the importance of data-driven decision-making and the role of AI in optimizing stock management processes.
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โข Introduction to Artificial Intelligence (AI): Understanding AI basics, including history, types, and use cases
โข AI in Supply Chain Management: Exploring AI applications in supply chain, from demand forecasting to inventory optimization
โข Machine Learning (ML) Fundamentals: Diving into ML concepts, algorithms, and models, emphasizing regression and classification
โข Data Preparation for AI Systems: Cleaning, preprocessing, and transforming raw data into a usable format for AI algorithms
โข Stock Management Principles: Learning foundational stock management techniques, such as FIFO, LIFO, and ABC analysis
โข AI-Driven Inventory Management: Applying AI and ML models for strategic inventory management, like demand forecasting and safety stock calculation
โข Implementing AI in Stock Management Systems: Integrating AI into existing stock management systems and workflows
โข Monitoring and Optimizing AI Systems: Assessing AI system performance and fine-tuning models for continuous improvement
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