Schița de curs
Overview of AI in Supply Chain and Logistics
- Emerging trends in smart logistics
- AI vs. traditional analytics in supply chain management
- Key technologies and platforms
AI for Demand Forecasting
- Time-series forecasting with machine learning
- Handling seasonality and trend components
- Improving forecast accuracy with historical data
Inventory Optimization and Replenishment
- AI-driven stock level prediction
- Safety stock and reorder point calculations
- Integrating AI with ERP and WMS
Route Optimization and Fleet Intelligence
- Shortest path algorithms and delivery routing
- Traffic-aware dynamic route planning
- AI-enabled transport scheduling
Warehouse Automation and Robotics
- AI in picking, sorting, and storage automation
- Computer vision for shelf monitoring
- Coordinating with AGVs and robotic arms
Real-Time Analytics and Dashboarding
- Live dashboards with Tableau and Python
- Monitoring KPIs with real-time data streams
- Generating alerts and exception handling
Case Study and Capstone Project
- Analyzing a multi-node supply chain scenario
- Applying forecasting and routing models
- Presenting a data-driven logistics optimization plan
Summary and Next Steps
Cerințe
- An understanding of supply chain or logistics operations
- Experience with data analysis or business intelligence tools
- Basic familiarity with programming or scripting
Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
Mărturii (2)
felul dinamic si interactiv in care a fost parcurs materialul
Ana-Maria - ASOCIATIA PENTRU VIITORII PROFESIONISTI IN TEHNOLOGIA INFORMATIEI
Am găsit colaborarea cu NobleProg foarte ușoară, având în vedere provocările cu fusurile orare și dificultățile noastre cu participanții care necesitau susținere în limba japoneză. În general, colaborarea cu dumneavoastră pentru acest training a fost satisfăcătoare și nu am avea nicio ezitare să vă recomand. Dacă va apărea din nou o nevoie de instruire în regiunea ASPAC, voi fi în contact cu NobleProg.
Siobhan Bowe - Glanbia Nutritionals
Curs - SAP Sales Order Processing and Supply Chain Management
Tradus de catre o masina