Course Outline
Introduction to AI in Supply Chain and Logistics
- Current trends in intelligent logistics
- Comparative analysis of AI versus traditional analytics in supply chain management
- Essential technologies and industry platforms
AI-Driven Demand Forecasting
- Time-series forecasting techniques using machine learning
- Managing seasonal variations and long-term trends
- Enhancing forecast precision through historical data analysis
Inventory Optimization and Replenishment Strategies
- Predicting optimal stock levels with AI
- Calculating safety stock and reorder points
- Integration of AI with ERP and WMS systems
Route Optimization and Fleet Intelligence
- Applying shortest path algorithms for efficient delivery routing
- Dynamic route planning with real-time traffic insights
- AI-enabled transportation scheduling
Warehouse Automation and Robotics Integration
- AI applications in picking, sorting, and storage processes
- Utilizing computer vision for shelf monitoring
- Coordination with AGVs and robotic arms
Real-Time Analytics and Dashboard Development
- Building live dashboards using Tableau and Python
- Tracking KPIs via real-time data streams
- Implementing automated alerts and exception handling
Case Studies and Capstone Project
- Analysis of a complex, multi-node supply chain scenario
- Application of forecasting and routing models
- Presentation of a data-driven logistics optimization strategy
Conclusion and Future Directions
Requirements
- Foundational knowledge of supply chain or logistics workflows
- Prior experience utilizing data analysis or business intelligence platforms
- Basic proficiency in programming or scripting languages
Target Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
Testimonials (3)
The input fm other industries through the trainer.
Lars Schacht - Scandlines Danmark ApS
Course - Advanced Sales and Operations Planning (S&OP) for Demand Forecasting
I liked the most that the trainer was professional, highly skilled in his domain of activity and very friendly towards us. 10/10
Claudiu - ASOCIATIA PENTRU VIITORII PROFESIONISTI IN TEHNOLOGIA INFORMATIEI
Course - SAP Financial Accounting and Controlling (FICO) for Consultants
I found NobleProg very easy to work with, considering the timezone challenges and our difficulty with trainees requiring support in Japanese. Overall, working with you on this training was satisfactory and I would have no hesitation recommending your organisation. If a training need occurs for us in the ASPAC region again, I will be in touch with NobleProg.
