Cursusaanbod

Overview of AI in Supply Chain and Logistics

  • Emerging trends in smart logistics
  • AI vs. traditional analytics in supply chain management
  • Key technologies and platforms

AI for Demand Forecasting

  • Time-series forecasting with machine learning
  • Handling seasonality and trend components
  • Improving forecast accuracy with historical data

Inventory Optimization and Replenishment

  • AI-driven stock level prediction
  • Safety stock and reorder point calculations
  • Integrating AI with ERP and WMS

Route Optimization and Fleet Intelligence

  • Shortest path algorithms and delivery routing
  • Traffic-aware dynamic route planning
  • AI-enabled transport scheduling

Warehouse Automation and Robotics

  • AI in picking, sorting, and storage automation
  • Computer vision for shelf monitoring
  • Coordinating with AGVs and robotic arms

Real-Time Analytics and Dashboarding

  • Live dashboards with Tableau and Python
  • Monitoring KPIs with real-time data streams
  • Generating alerts and exception handling

Case Study and Capstone Project

  • Analyzing a multi-node supply chain scenario
  • Applying forecasting and routing models
  • Presenting a data-driven logistics optimization plan

Summary and Next Steps

Vereisten

  • An understanding of supply chain or logistics operations
  • Experience with data analysis or business intelligence tools
  • Basic familiarity with programming or scripting

Audience

  • Supply chain analysts
  • Logistics managers
  • Industrial planners
 21 Uren

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