Programa do Curso
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
Requisitos
- 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
Declaração de Clientes (2)
Gostei da abordagem do professor desde o início. O facto de ele ter adaptado o ensino às nossas necessidades e de, quando encontrámos problemas, nos ter ajudado com grande interesse.
flavia - ASOCIATIA PENTRU VIITORII PROFESIONISTI IN TEHNOLOGIA INFORMATIEI
Curso - SAP Financial Accounting and Controlling (FICO) for Consultants
Máquina Traduzida
Encontrei o NobleProg muito fácil de trabalhar, considerando os desafios de fusos horários e as dificuldades com os trainees que precisavam de suporte em japonês. No geral, trabalhar com vocês nessa formação foi satisfatório e não hesitaria em recomendar sua organização. Se surgir novamente uma necessidade de treinamento para nós na região ASPAC, entrarei em contato com o NobleProg.
Siobhan Bowe - Glanbia Nutritionals
Curso - SAP Sales Order Processing and Supply Chain Management
Máquina Traduzida