آموزش هوش مصنوعی در زنجیره تأمین - آخرین آپدیت

Module 1: AI in Supply Chain Module 1: AI in Supply Chain

• Navigation Video Navigation Video

• Audiobook: Course Introduction Audiobook: Course Introduction

• Course Introduction Course Introduction

• Audiobook: Module 1: AI in Supply Chain Audiobook: Module 1: AI in Supply Chain

• Podcast: Module 1: AI in Supply Chain Podcast: Module 1: AI in Supply Chain

• 1.1 Introduction To AI in Supply Chain Management 1.1 Introduction To AI in Supply Chain Management

• 1.2 AI Driven Supply Chain Networks 1.2 AI Driven Supply Chain Networks

• 1.3 Challenges in Traditional Supply Chains 1.3 Challenges in Traditional Supply Chains

• 1.4 Case studies: Examples of Supply Chain Disruptions and Inefficiencies 1.4 Case studies: Examples of Supply Chain Disruptions and Inefficiencies

• 1.5 AI Transformation with Supply Chains 1.5 AI Transformation with Supply Chains

• 1.6 AI driven Supply Chain Optimization 1.6 AI-driven Supply Chain Optimization

• 1.7 AI in Supply Chain: Future Possibilities &Case Studies 1.7 AI in Supply Chain: Future Possibilities & Case Studies

• 1.8 Ethical and Practical Considerations in AI driven SCM 1.8 Ethical and Practical Considerations in AI-driven SCM

• 1.9 Practical Challenges in Implementing AI in SCM 1.9 Practical Challenges in Implementing AI in SCM

Module 2 : Advanced AI Techniques for Supply Chain Module 2 : Advanced AI Techniques for Supply Chain

• Audiobook: Module 2: Advanced AI Techniques for Supply Chain Audiobook: Module 2: Advanced AI Techniques for Supply Chain

• Podcast: Module 2: Advanced AI Techniques for Supply Podcast: Module 2: Advanced AI Techniques for Supply

• 2.1 Introduction to Machine Learning in SCM 2.1 Introduction to Machine Learning in SCM

• 2.2 Classical AI Approaches in Supply Chain 2.2 Classical AI Approaches in Supply Chain

• 2.3 Understanding Expert Systems 2.3 Understanding Expert Systems

• 2.4 Developing a Rule Based System 2.4 Developing a Rule-Based System

• 2.5 AI Techniques for Image and Text Processing 2.5 AI Techniques for Image and Text Processing

• 2.6 Image and Text Analysis 2.6 Image and Text Analysis

Module 3 : Generative AI in Supply Chain Management Module 3 : Generative AI in Supply Chain Management

• Audiobook: Module 3: Generative AI in Supply Chain Management Audiobook: Module 3: Generative AI in Supply Chain Management

• Podcast: Module 3: Generative AI in Supply Chain Management Podcast: Module 3: Generative AI in Supply Chain Management

• 3.1 Introduction to Generative AI 3.1 Introduction to Generative AI

• 3.2 Applications of Generative AI in Supply Chain Management 3.2 Applications of Generative AI in Supply Chain Management

• 3.3 Revenue Management with Generative AI 3.3 Revenue Management with Generative AI

• 3.4 Demand Forecasting using Generative AI 3.4 Demand Forecasting using Generative AI

• 3.5 Understanding Transformer Architectures 3.5 Understanding Transformer Architectures

• 3.6 LSTM Architectures and Their Role in Generative AI 3.6 LSTM Architectures and Their Role in Generative AI

Module 4: Network Automation and Orchestration Module 4: Network Automation and Orchestration

• Audiobook: Module 4: Supply Chain Digitization Audiobook: Module 4: Supply Chain Digitization

• Podcast: Module 4: Supply Chain Digitization Podcast: Module 4: Supply Chain Digitization

• 4.1 Overview of Digitization in Supply Chain Management 4.1 Overview of Digitization in Supply Chain Management

• 4.2 Data Science and AI to Improve Business Decisions 4.2 Data Science and AI to Improve Business Decisions

• 4.3 Supply Chain Integration 4.3 Supply Chain Integration

• 4.4 Push Pull Strategies in Supply Chains 4.4 Push-Pull Strategies in Supply Chains

• 4.5 Building Resilient Supply Chains and Planning in Digital Age 4.5 Building Resilient Supply Chains and Planning in Digital Age

• 4.6 Supply Chain Planning in the Digital Age 4.6 Supply Chain Planning in the Digital Age

• 4.7 Supply Chain Sustainability 4.7 Supply Chain Sustainability

Module 5: Intelligent Driven Supply Chain Management Module 5: Intelligent Driven Supply Chain Management

• Audiobook: Module 5: Intelligent Driven Supply Chain management Audiobook: Module 5: Intelligent Driven Supply Chain management

• Podcast: Module 5: Intelligent Driven Supply Chain Management Podcast: Module 5: Intelligent Driven Supply Chain Management

• 5.1 Intelligence in SCM 5.1 Intelligence in SCM

• 5.2 Key Principles of Supply Chain Management (SCM) 5.2 Key Principles of Supply Chain Management (SCM)

• 5.3 Implementing AI in SCM 5.3 Implementing AI in SCM

• 5.4 Prompt Engineering in SCM 5.4 Prompt Engineering in SCM

• 5.5 AI, 5G, and the Smart Supply Chain 5.5 AI, 5G, and the Smart Supply Chain

Module 6 : Industry Aspects of Advanced Supply Chain Management (SCM) Module 6 : Industry Aspects of Advanced Supply Chain Management (SCM)

• Audiobook: Module 6: Industry Aspects of Advanced Supply Chain Management (SCM) Audiobook: Module 6: Industry Aspects of Advanced Supply Chain Management (SCM)

• Podcast: Module 6: Industry Aspects of Advanced Supply Chain Management (SCM) Podcast: Module 6: Industry Aspects of Advanced Supply Chain Management (SCM)

• 6.1 Overview of Industrial 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 6.2 Disruptive Technologies in Supply Chain - Cloud Computing, AI, ML, Generative AI (Gen AI), Robotics, Block Chain, Quantum Computing

• 6.3 The Strategic Importance of AI and Gen AI in Modernizing Supply Chains 6.3 The Strategic Importance of AI and Gen AI in Modernizing Supply Chains

• 6.4 Industry Leading Use Cases and Examples 6.4 Industry-Leading Use Cases and Examples

• 6.5 Risks, Challenges and Concerns 6.5 Risks, Challenges and Concerns

• 6.6 Implementation Recommendations 6.6 Implementation Recommendations

Module 7 : Policies of Logistics Management in Supply Chain with AI Module 7 : Policies of Logistics Management in Supply Chain with AI

• Audiobook: Module 7: Policies of Logistics Management in Supply Chain with AI Audiobook: Module 7: Policies of Logistics Management in Supply Chain with AI

• Podcast: Module 7: Policies of Logistics Management in Supply Chain with AI Podcast: Module 7: Policies of Logistics Management in Supply Chain with AI

• 7.1 Understanding the Roles of SCM in the Organization 7.1 Understanding the Roles of SCM in the Organization

• 7.2 Supply Chain and General Business Strategy Alignment 7.2 Supply Chain and General Business Strategy Alignment

• 7.3 Key Strategies for Warehousing in AI Driven SCM 7.3 Key Strategies for Warehousing in AI Driven SCM

• 7.4 Strategic Logistics Alliances 7.4 Strategic Logistics Alliances

• 7.5 Information Technology (IT) for SCM 7.5 Information Technology (IT) for SCM

• 7.6 Global Supply Chains and the United Nations’Sustainable Development Goals 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 7.7 Other Technical Concepts - AI-Driven Demand Planning, AI for Supply Chain Visibility, Risk Management and AI

Module 8 : Supply Chain Masterclass with AI Assistance Module 8 : Supply Chain Masterclass with AI Assistance

• Audiobook: Module 8: Supply Chain Masterclass with AI Assistance Audiobook: Module 8: Supply Chain Masterclass with AI Assistance

• Podcast: Module 8: Supply Chain Masterclass with AI Assistance Podcast: Module 8: Supply Chain Masterclass with AI Assistance

• 8.1 An Overview 8.1 An Overview

• 8.2 Demand Forecasting Model 8.2 Demand Forecasting Model

• 8.3 Autonomous Vehicles and Drones in Logistics 8.3 Autonomous Vehicles and Drones in Logistics

• 8.4 IoT and AI 8.4 IoT and AI

• 8.5 Block chain and AI Integration in Supply Chain 8.5 Block chain and AI Integration in Supply Chain

• 8.6 Future Trends AI, 5G, and the Smart Supply Chain 8.6 Future Trends - AI, 5G, and the Smart Supply Chain

• Course Summary Course Summary