Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
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.
- Overview of key technologies and platforms.
AI-Driven Demand Forecasting
- Time-series forecasting using machine learning.
- Managing seasonality and trend components.
- Enhancing forecast accuracy through historical data analysis.
Inventory Optimization and Replenishment
- AI-powered prediction of stock levels.
- Calculating safety stock and reorder points.
- Integrating AI with ERP and WMS systems.
Route Optimization and Fleet Intelligence
- Shortest path algorithms and delivery routing strategies.
- Dynamic route planning with traffic awareness.
- AI-enabled transport scheduling.
Warehouse Automation and Robotics
- AI applications in picking, sorting, and storage automation.
- Utilizing computer vision for shelf monitoring.
- Coordination with AGVs and robotic arms.
Real-Time Analytics and Dashboarding
- Building live dashboards with Tableau and Python.
- Monitoring KPIs via real-time data streams.
- Generating alerts and handling exceptions.
Case Study and Capstone Project
- Analyzing a multi-node supply chain scenario.
- Implementing forecasting and routing models.
- Presenting a data-driven logistics optimization plan.
Summary and Next Steps
Requirements
- A solid grasp of supply chain or logistics operations.
- Experience 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