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AI+ Supply Chain™
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Introduction
Course Introduction
Audio Book: Introduction AI+ Supply Chain
Module 1: AI in Supply Chain
Module 1: Introduction to Artificial Intelligence in Supply Chain
Audio Book: AI in Supply Chain
Podcast: AI in Supply Chain
1.1 Introduction To AI in Supply Chain Management
1.2 AI Driven Supply Chain Networks
1.3 Challenges in Traditional Supply Chains
1.4 Case studies: Examples of Supply Chain Disruptions and Inefficiencies
Activity: Hotspot
1.5 AI Transformation with Supply Chains
1.6 AI-driven Supply Chain Optimization
1.7 AI in Supply Chain: Future Possibilities & Case Studies
Activity: Case Study
1.8 Ethical and Practical Considerations in AI-driven SCM
1.9 Practical Challenges in Implementing AI in SCM
Activity: Sequence
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - ChatGPT Free
Module 2: Advanced AI Techniques for Supply Chain
Module 2: Advanced AI Techniques for Supply Chain
Audio Book: Advanced AI Techniques for Supply Chain
Podcast: Advanced AI Techniques for Supply Chain
2.1 Introduction to Machine Learning in SCM
2.2 Classical AI Approaches in Supply Chain
Activity: Short Answer
2.3 Understanding Expert Systems
2.4 Developing a Rule-Based System
Activity: True/False
2.5 AI Techniques for Image and Text Processing
2.6 Image and Text Analysis
Activity: Tab
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - Power BI + AI
Module 3: Generative AI in Supply Chain Management
Module 3: Generative AI in Supply Chain Management
Audio Book: Generative AI in Supply Chain Management
Podcast: Generative AI in Supply Chain Management
3.1 Introduction to Generative AI
3.2 Applications of Generative AI in Supply Chain Management
Activity: Timeline
3.3 Revenue Management with Generative AI
3.4 Demand Forecasting using Generative AI
Activity: Quiz
3.5 Understanding Transformer Architectures
3.6 LSTM Architectures and Their Role in Generative AI
Activity: Sequence
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - Microsoft Excel Copilot
Module 4: Network Automation and Orchestration
Module 4: Supply Chain Digitization
Audio Book: Network Automation and Orchestration
Podcast: Network Automation and Orchestration
4.1 Overview of Digitization in Supply Chain Management
4.2 Data Science and AI to Improve Business Decisions
Activity: Hotspot
4.3 Supply Chain Integration
4.4 Push-Pull Strategies in Supply Chains
Activity: Problem Statement
4.5 Building Resilient Supply Chains and Planning in Digital Age
4.6 Supply Chain Planning in the Digital Age
4.7 Supply Chain Sustainability
Activity: Multiple Choice
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - Auto-GPT
Module 5: Intelligent Driven Supply Chain Management
Module 5: Intelligent Driven Supply Chain Management
Audio Book: Intelligent Driven Supply Chain Management
Podcast: Intelligent Driven Supply Chain Management
5.1 Intelligence in SCM
5.2 Key Principles of Supply Chain Management (SCM)
Activity: Tab
5.3 Implementing AI in SCM
5.4 Prompt Engineering in SCM
Activity: Hotspot
5.5 AI, 5G, and the Smart Supply Chain
Activity: Problem Statement
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - PredictHQ
Module 6: Industry Aspects of Advanced Supply Chain Management (SCM)
Module 6: Industry Aspects of Advanced SCM
Audio Book: Industry Aspects of Advanced Supply Chain Management (SCM)
Podcast: Industry Aspects of Advanced Supply Chain Management (SCM)
6.1 Overview of Industrial SCM
6.2 Disruptive Technologies in Supply Chain - Cloud Computing, AI, ML, Generative AI (Gen AI), Robotics, Block Chain, Quantum Computing
Activity: Accordian
6.3 The Strategic Importance of AI and Gen AI in Modernizing Supply Chains
6.4 Industry-Leading Use Cases and Examples
Activity: Multiple Choice
6.5 Risks, Challenges and Concerns
6.6 Implementation Recommendations
Activity: Popup
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - LeewayHertz (ZBrain)
Module 7: Policies of Logistics Management in Supply Chain with AI
Module 7: Policies of Logistics Management in Supply Chain with AI
Audio Book: Policies of Logistics Management in Supply Chain with AI
Podcast: Policies of Logistics Management in Supply Chain with AI
7.1 Understanding the Roles of SCM in the Organization
7.2 Supply Chain and General Business Strategy Alignment
Activity: Case Study
7.3 Key Strategies for Warehousing in AI Driven SCM
7.4 Strategic Logistics Alliances
Activity: Drag and Drop
7.5 Information Technology (IT) for SCM
7.6 Global Supply Chains and the United Nations’ Sustainable Development Goals
7.7 Other Technical Concepts - AI-Driven Demand Planning, AI for Supply Chain Visibility, Risk Management and AI
Activity: Carousel
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - C3.ai
Tools Walkthrough - Zebra
Module 8: Supply Chain Masterclass with AI Assistance
Module 8: Supply Chain Masterclass with AI Assistance
Audio Book: Supply Chain Masterclass with AI Assistance
Podcast: Supply Chain Masterclass with AI Assistance
8.1 An Overview
8.2 Demand Forecasting Model
Activity: True/False
8.3 Autonomous Vehicles and Drones in Logistics
8.4 IoT and AI
8.5 Block chain and AI Integration in Supply Chain
8.6 Future Trends - AI, 5G, and the Smart Supply Chain
Activity: Scenario
Activity: Let's Check your Knowledge
Quiz
Tools Walkthrough - Falkonry
Tools Walkthrough - Coupa (LLamasoft)
Course Summary
Course Summary
Additional Module - AI Agents For Supply Chain
AI Agents Supply Chain
1.1 What Are AI Agents and Their Role in Logistics and Supply Chain?
1.2 Applications & Trends of AI Agents in Supply Chain
1.3 How AI Agents Work and Their Core Characteristics
1.4 Key Advantages of AI Agents in Logistics and Supply Chain
1.5 Types of AI Agents
1.6 Case Study: Oracle AI Agents – Transforming Supply Chain Workflows
Activity: Interactive Quiz/Activity- Fill in the blanks
Activity: Graded Assessment- 5 Questions
Resources
AI+ Supply Chain Blueprint
AI+ Supply Chain Detailed Curriculum
AI+ Supply Chain Tools
AI+ Supply Chain Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Supply Chain Examination
AI+ Supply Chain Examination
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