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Coursera

AI for Warehouse and Supply Chain Optimization

via Coursera

Overview

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Transform warehouse and supply chain operations with AI-powered automation, predictive analytics, and intelligent logistics. This course teaches you how machine learning, computer vision, natural language processing, IoT sensors, edge computing, and robotics support smarter, more responsive logistics operations. Designed for supply chain professionals, warehouse managers, logistics teams, and business analysts, the course explores autonomous warehouse systems, perpetual inventory, predictive stocking, dynamic slotting, intelligent procurement, picking, order batching, and distributed fulfillment. You’ll also examine demand and labor forecasting, supplier reliability, dynamic route optimization, last-mile delivery, digital twins, delivery automation, and real-time shipment visibility. You’ll learn to evaluate AI use cases, connect technologies with measurable logistics outcomes, and assess sustainable approaches that reduce packaging waste, energy use, empty truck miles, operational risks, and workplace injuries. With attention to privacy, ethics, workforce augmentation, and scalability, you’ll develop a phased, human-centered AI strategy for future-ready warehouse and supply chain operations.

Syllabus

  • AI-Driven Warehouse and Inventory Operations
    • This module examines the AI foundations of smart fulfillment, including machine learning, computer vision, NLP, IoT, robotics, and edge computing. Learners explore autonomous warehouse systems, perpetual inventory, predictive stocking, dynamic slotting, and intelligent procurement to improve accuracy, visibility, and operational efficiency.
  • Predictive, Sustainable, and Future-Ready Logistics
    • This module explores intelligent order management, demand and labor forecasting, last-mile optimization, digital twins, delivery automation, and sustainable logistics. Learners evaluate scalable AI strategies, workforce augmentation, privacy controls, investment priorities, and emerging technologies for future-ready supply chains.

Taught by

TSV Learning

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