AI+ Supply Chain™

التصنيفات : AiCerts Certifications
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مشاركة
رابط الصفحة
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عن الدورة

Executive Summary

AI+ Supply Chain™ provides a comprehensive overview of how Artificial Intelligence (AI) is transforming supply chain management across planning, logistics, forecasting, and strategic decision-making.

The program covers foundational AI concepts, advanced machine learning techniques, generative AI applications, supply chain digitization, intelligent logistics, sustainability, and industry-driven case studies.

Participants will gain practical knowledge on implementing AI-driven solutions to optimize operations, improve forecasting accuracy, enhance resiliency, and create data-driven supply chain strategies aligned with modern business goals.


Course Prerequisites

  • Basic understanding of supply chain management concepts and processes

  • General awareness of Artificial Intelligence and machine learning

  • Analytical and problem-solving skills

  • Prior exposure to ERP systems or data tools is beneficial


Course Outline

Module 1: Introduction to AI in Supply Chain

  • Overview of AI in SCM

  • AI-driven supply chain transformation

  • Machine learning applications in demand forecasting and logistics

  • Ethical and regulatory considerations

  • Traditional supply chain challenges


Module 2: Advanced AI Techniques for SCM

  • Machine Learning fundamentals

  • Expert systems and rule-based logic

  • Image and text processing (Computer Vision & NLP)

  • Practical implementation challenges


Module 3: Generative AI in Supply Chain

  • Foundations of Generative AI

  • GANs, VAEs, Diffusion Models

  • Revenue management and demand forecasting

  • Transformer & LSTM architectures


Module 4: Supply Chain Digitization

  • Digital supply chain evolution

  • AI, IoT, Blockchain, Big Data integration

  • Push-Pull strategies

  • Resiliency and sustainability planning


Module 5: Intelligent Supply Chain Management

  • Smart SCM concepts

  • AI integration strategies

  • Prompt engineering for SCM

  • Future trends in intelligent supply chains


Module 6: Industry Applications & Business Value

  • AI & Gen AI business impact

  • Industry-specific use cases

  • Risk management & adoption challenges

  • Implementation best practices


Module 7: Logistics & Technical Coverage

  • SCM strategic alignment

  • AI-driven warehousing

  • IT systems (ERP, WMS, TMS)

  • Global supply chains & sustainability goals


Module 8: Supply Chain Masterclass

  • AI-driven supplier selection

  • Demand forecasting model development

  • Autonomous logistics & drones

  • IoT, Blockchain & AI integration

  • Future-ready smart supply chains

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