Course Outline
Introduction to AI in Supply Chain and Logistics
- Emerging trends in intelligent logistics
- AI versus conventional analytics in supply chain management
- Essential technologies and digital platforms
AI-Driven Demand Forecasting
- Machine learning approaches to time-series forecasting
- Managing seasonality and long-term trends
- Enhancing forecast precision using historical data
Optimizing Inventory and Replenishment
- AI-based prediction of optimal stock levels
- Calculating safety stock and reorder points
- Integrating AI with ERP and WMS systems
Fleet Intelligence and Route Optimization
- Delivery routing using shortest path algorithms
- Dynamic route planning with traffic awareness
- AI-powered transport scheduling
Warehouse Robotics and Automation
- AI applications in picking, sorting, and storage automation
- Computer vision for monitoring shelves
- Coordination with AGVs and robotic arms
Real-Time Analytics and Dashboards
- Building live dashboards using Tableau and Python
- Monitoring KPIs via real-time data streams
- Implementing alert generation and exception handling
Case Studies and Capstone Project
- Analyzing multi-node supply chain scenarios
- Applying forecasting and routing models
- Presenting a data-driven logistics optimization strategy
Recap and Future Directions
Requirements
- Fundamental knowledge of supply chain or logistics operations
- Proficiency with data analysis or business intelligence platforms
- Basic familiarity with programming languages 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.
