Course Outline
Introduction to AI in Supply Chain and Logistics
- Emerging trends in smart logistics
- Comparative analysis of AI vs. traditional analytics in supply chain management
- Key technologies and platforms
AI-Enhanced Demand Forecasting
- Machine learning approaches for time-series forecasting
- Managing seasonality and trend components
- Enhancing forecast accuracy using historical data
Inventory Optimization and Replenishment Strategies
- Predicting stock levels using AI
- Calculating safety stock and reorder points
- Integrating AI with ERP and WMS systems
Route Optimization and Fleet Intelligence
- Application of shortest path algorithms and delivery routing
- 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
- Creating live dashboards using Tableau and Python
- Monitoring KPIs via real-time data streams
- Generating alerts and managing exceptions
Case Study and Capstone Project
- Analysis of a multi-node supply chain scenario
- Application of forecasting and routing models
- Presentation of a data-driven logistics optimization plan
Summary and Future Directions
Requirements
- Solid understanding of supply chain or logistics operations
- Experience with data analysis or business intelligence tools
- Basic proficiency in programming or scripting
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.
