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Duration 21 hours
Course Outline
Introduction to AI in Supply Chain and Logistics
- Emerging trends in smart logistics
- Comparing AI with traditional analytics in supply chain management
- Key technologies and platforms driving innovation
AI-Driven Demand Forecasting
- Implementing time-series forecasting using machine learning
- Managing seasonality and trend components effectively
- Enhancing forecast accuracy through historical data analysis
Inventory Optimization and Replenishment Strategies
- Predicting optimal stock levels using AI
- Calculating safety stock and reorder points
- Integrating AI solutions with ERP and WMS systems
Route Optimization and Fleet Intelligence
- Utilizing shortest path algorithms for efficient delivery routing
- Implementing traffic-aware dynamic route planning
- Scheduling transport operations with AI assistance
Warehouse Automation and Robotics
- Applying AI to automate picking, sorting, and storage
- Using computer vision for real-time shelf monitoring
- Coordinating operations with AGVs and robotic arms
Real-Time Analytics and Dashboarding
- Creating live dashboards using Tableau and Python
- Monitoring KPIs via real-time data streams
- Configuring alerts and exception handling mechanisms
Case Study and Capstone Project
- Analyzing complex multi-node supply chain scenarios
- Applying developed forecasting and routing models
- Presenting a comprehensive, data-driven logistics optimization plan
Summary and Next Steps
Requirements
- Solid understanding of supply chain or logistics operations
- Proficiency with data analysis or business intelligence tools
- Basic familiarity with programming or scripting languages
Target Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
Testimonials (4)
How to use and explore AI for daily works
Giovani Natalia - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
real life implementation, very insightful
Olivia Audrey - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
can learn about ai (colab, n8n)
Jeanny Puspita Sari - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
How to use & explore AI on daily work