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AI+ Supply Chain™ Spanish
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Introduction
Course Introduction
Module 1: AI in Supply Chain
1.1.1 Introduction To AI in Supply Chain Management
1.1.2 AI Driven Supply Chain Networks
1.1.3 Challenges in Traditional Supply Chains
1.1.4 Case studies: Examples of Supply Chain Disruptions and Inefficiencies
1.2.1 AI Transformation with Supply Chains
1.2.2 AI-driven Supply Chain Optimization
1.2.3 AI in Supply Chain: Future Possibilities & Case Studies
1.3.1 Ethical and Practical Considerations in AI-driven SCM
1.3.2 Practical Challenges in Implementing AI in SCM
Module 2: Advanced AI Techniques for Supply Chain
2.1.1 Introduction to Machine Learning in SCM
2.1.2 Classical AI Approaches in Supply Chain
2.2.1 Understanding Expert Systems
2.2.2 Developing a Rule-Based System
2.3.1 AI Techniques for Image and Text Processing
2.3.2 Image and Text Analysis
Module 3: Generative AI in Supply Chain Management
3.1.1 Introduction to Generative AI
3.1.2 Applications of Generative AI in Supply Chain Management
3.2.1 Revenue Management with Generative AI
3.2.2 Demand Forecasting using Generative AI
3.3.1 Understanding Transformer Architectures
3.3.2 LSTM Architectures and Their Role in Generative AI
Module 4: Supply Chain Digitization
4.1.1 Overview of Digitization in Supply Chain Management
4.1.2 Data Science and AI to Improve Business Decisions
4.2.1 Supply Chain Integration
4.2.2 Push-Pull Strategies in Supply Chains
4.3.1 Building Resilient Supply Chains and Planning in Digital Age
4.3.2 Supply Chain Planning in the Digital Age
4.3.3 Supply Chain Sustainability
Module 5: Intelligent Driven Supply Chain Management
5.1.1 Intelligence in SCM
5.1.2 Key Principles of Supply Chain Management (SCM)
5.2.1 Implementing AI in SCM
5.2.2 Prompt Engineering in SCM
5.3.1 AI, 5G, and the Smart Supply Chain
Module 6: Industry Aspects of Advanced Supply Chain Management (SCM)
6.1.1 Overview of Industrial SCM
6.1.2 Disruptive Technologies in Supply Chain - Cloud Computing, AI, ML, Generative AI (Gen AI), Robotics, Block Chain, Quantum Computing
6.2.1 The Strategic Importance of AI and Gen AI in Modernizing Supply Chains
6.2.2 Industry-Leading Use Cases and Examples
6.3.1 Risks, Challenges and Concerns
6.3.2 Implementation Recommendations
Module 7: Policies of Logistics Management in Supply Chain with AI
7.1.1 Understanding the Roles of SCM in the Organization
7.1.2 Supply Chain and General Business Strategy Alignment
7.2.1 Key Strategies for Warehousing in AI Driven SCM
7.2.2 Strategic Logistics Alliances
7.3.1 Information Technology (IT) for SCM
7.3.2 Global Supply Chains and the United Nations’ Sustainable Development Goals
7.3.3 Other Technical Concepts - AI-Driven Demand Planning, AI for Supply Chain Visibility, Risk Management and AI
Module 8: Supply Chain Masterclass with AI Assistance
8.1.1 An Overview
8.1.2 Demand Forecasting Model
8.2.1 Autonomous Vehicles and Drones in Logistics
8.2.2 IoT and AI
8.2.3 Block chain and AI Integration in Supply Chain
8.2.4 Future Trends - AI, 5G, and the Smart Supply Chain
Course Summary
Course Summary
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AI+ Supply Chain™ Spanish
