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Course Outline

Introduction to AI in Supply Chain and Logistics

  • Emerging trends in smart logistics
  • Comparing AI with traditional analytics in supply chain management
  • Essential technologies and platforms

AI for Demand Forecasting

  • Time-series forecasting using machine learning
  • Managing seasonality and trend components
  • Enhancing forecast accuracy through historical data

Inventory Optimization and Replenishment

  • Predicting stock levels using AI
  • Calculating safety stock and reorder points
  • Integrating AI with ERP and WMS systems

Route Optimization and Fleet Intelligence

  • Shortest path algorithms and delivery routing strategies
  • Dynamic route planning with traffic awareness
  • Transport scheduling enabled by AI

Warehouse Automation and Robotics

  • AI applications in picking, sorting, and storage automation
  • Utilizing computer vision for shelf monitoring
  • Coordination with AGVs and robotic arms

Real-Time Analytics and Dashboarding

  • Creating live dashboards using Tableau and Python
  • Monitoring KPIs via real-time data streams
  • Generating alerts and managing exceptions

Case Study and Capstone Project

  • Analyzing a multi-node supply chain scenario
  • Applying forecasting and routing models
  • Presenting a data-driven logistics optimization plan

Conclusion and Future Steps

Requirements

  • A solid grasp of supply chain or logistics operations
  • Proficiency in data analysis or business intelligence tools
  • Basic knowledge of programming or scripting languages

Target Audience

  • Supply chain analysts
  • Logistics managers
  • Industrial planners
 21 Hours

Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793

Testimonials (2)

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

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