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Course Outline
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
Requirements
- 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
21 Hours
Testimonials (2)
Η προσέγγιση του δασκάλου μου άρεσε από την αρχή. Το γεγονός ότι προσάρμοσε τη διδασκαλία στις ανάγκες μας και όταν συναντούσαμε προβλήματα, μας βοήθησε με μεγάλο ενδιαφέρον.
flavia - ASOCIATIA PENTRU VIITORII PROFESIONISTI IN TEHNOLOGIA INFORMATIEI
Course - SAP Financial Accounting and Controlling (FICO) for Consultants
Machine Translated
Εξαρκώς ευκολόσε κάνει να συνεργαστούμε με τη NobleProg, παρότι υπήρχαν προβλήματα με τους χρόνους ζώνης και η δυσκολία μας για τους εκπαιδευόμενους που απαιτούσαν υποστήριξη στα Ιαπωνικά. Συνολικά, η συνεργασία μας για αυτή την εκπαίδευση ήταν ικανοποιητική και δεν θα διστάσω να σας προτείνω. Αν αναγκαστεί τη εκπαίδευση για μας ξανά στην περιοχή ASPAC, θα είμαι σε επικοινωνία με τη NobleProg.
Siobhan Bowe - Glanbia Nutritionals
Course - SAP Sales Order Processing and Supply Chain Management
Machine Translated
