Course Outline
Introduction to AI in Supply Chain and Logistics
- Emerging trends in smart logistics.
- Contrasting AI with traditional analytics in supply chain management.
- Key technologies and platforms driving transformation.
AI for Demand Forecasting
- Applying machine learning to time-series forecasting.
- Managing seasonality and trend components.
- Enhancing forecast accuracy using historical data insights.
Inventory Optimisation and Replenishment
- Predicting optimal stock levels using AI.
- Calculating safety stock and reorder points.
- Integrating AI solutions with ERP and WMS systems.
Route Optimisation and Fleet Intelligence
- Utilising shortest path algorithms for delivery routing.
- Implementing traffic-aware dynamic route planning.
- Scheduling transport operations with AI enablement.
Warehouse Automation and Robotics
- Automating picking, sorting, and storage via AI.
- Applying computer vision for shelf monitoring.
- Coordinating operations with AGVs and robotic arms.
Real-Time Analytics and Dashboarding
- Building live dashboards using Tableau and Python.
- Monitoring KPIs through real-time data streams.
- Configuring alerts and exception handling mechanisms.
Case Study and Capstone Project
- Analysing complex, multi-node supply chain scenarios.
- Applying forecasting and routing models to real-world problems.
- Presenting a data-driven logistics optimisation plan.
Summary and Next Steps
Requirements
- A solid understanding of supply chain or logistics operations.
- Practical experience with data analysis or business intelligence tools.
- Foundational knowledge of programming or scripting languages.
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.
