Course Outline
Introduction to AI Applications in Supply Chain and Logistics
- Developing trends in intelligent logistics
- Comparing AI with traditional analytics in supply chain management
- Essential technologies and platforms
Utilizing AI for Demand Forecasting
- Machine learning techniques for time-series forecasting
- Addressing seasonal variations and long-term trends
- Enhancing forecast precision using historical datasets
Optimizing Inventory and Replenishment Strategies
- Predicting optimal stock levels with AI
- Calculating safety stock and reorder points
- Integrating AI solutions with ERP and WMS systems
Route Optimization and Fleet Intelligence
- Applying shortest path algorithms for efficient delivery
- Dynamic route planning considering traffic conditions
- AI-driven transport scheduling
Warehouse Automation and Robotics Integration
- AI for automating picking, sorting, and storage tasks
- Implementing computer vision for shelf monitoring
- Coordination with AGVs and robotic arms
Real-Time Analytics and Dashboard Development
- Creating live dashboards using Tableau and Python
- Tracking KPIs via real-time data streams
- Establishing alert systems and exception management
Case Study and Capstone Project
- Evaluating a multi-node supply chain scenario
- Deploying forecasting and routing models
- Presenting a comprehensive, data-driven logistics optimization strategy
Recap and Future Directions
Requirements
- Familiarity with supply chain or logistics workflows
- Prior experience with data analysis or business intelligence tools
- Foundational knowledge of 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.
