Chatgpt - Generative Ai For Supply Chain Masterclass

What you'll learn
Understand the integration and application of Generative AI in supply chain management.
Gain proficiency in Generative AI-driven demand forecasting and inventory optimization.
Develop skills in implementing Generative AI for efficient logistics and transportation management.
Learn to measure ROI and assess performance metrics in Generative AI-enhanced SCM systems.
Acquire knowledge on ethical considerations and sustainability in Generative AI-driven SCM.
Explore future trends and innovations in SCM, like 5G and smart supply chains.
Requirements
Basic understanding of supply chain management principles and openness to learning about AI technologies. No advanced technical skills required.
Description
The "Generative AI for Supply Chain Management Masterclass" is a comprehensive course that delves into the revolutionary impact of Generative AI on supply chain management, inspired by industry benchmarks like Amazon. This immersive course covers the application of Generative AI in predictive analytics, inventory management, and logistics, including the innovative use of AI with IoT and blockchain technologies. You'll learn about AI's role in route optimization, the management of autonomous vehicles and drones in logistics, and how AI is reshaping supplier relationships and risk management in supply chains.Focusing on practical application, the course guides you through the complexities of integrating AI tools into supply chain systems, measuring ROI, and overcoming implementation challenges. It's designed to provide a holistic understanding of how AI can drive efficiency, transparency, and innovation in SCM.Ethical considerations and sustainability in AI-driven supply chains are also emphasized, ensuring you're prepared to handle AI implementations responsibly. The course explores future trends such as 5G and smart supply chains, equipping you with insights into the next wave of SCM innovations.By the end of this masterclass, you'll have a strong grasp of strategy development for AI adoption in SCM and the skills to apply your learnings to real-world scenarios. The capstone project offers an opportunity to create a proposal for integrating a Generative AI tool into an organization's SCM system, providing hands-on experience.Whether you're a supply chain professional, business analyst, or tech enthusiast, this course offers valuable insights into the future of supply chains and prepares you to be at the forefront of this transformative era.
Overview
Section 1: Introduction to Generative AI and Supply Chain Management
Lecture 1 Course Overview
Lecture 2 Overview of Generative AI: Concepts and Technologies
Lecture 3 The Role of AI in Modern Supply Chains
Section 2: Fundamentals of Generative AI in Supply Chains
Lecture 4 Deep Learning in Supply Chain
Lecture 5 Generative Models: GANs, VAEs, and Beyond
Lecture 6 Understanding Data in SCM
Lecture 7 Case Studies: Early Adopters of AI in SCM
Section 3: AI for Demand Forecasting and Inventory Management
Lecture 8 Predictive Analytics for Demand Forecasting
Lecture 9 AI in Inventory Optimization and Management
Lecture 10 Building a Demand Forecasting Model
Lecture 11 Example of Performing Predictive Analysis on ChatGPT
Section 4: Enhancing Logistics and Transportation with AI
Lecture 12 AI for Route Optimization and Transportation Management
Lecture 13 Autonomous Vehicles and Drones in Logistics
Lecture 14 IoT and AI: A Synergistic Approach in Logistics
Lecture 15 Simulation and Analysis: AI-Driven Logistics Strategies
Section 5: Supplier Selection and Relationship Management
Lecture 16 AI in Supplier Evaluation and Selection
Lecture 17 Enhancing Supplier Relationships with Predictive Analytics
Lecture 18 Risk Management in the Supply Chain using AI
Lecture 19 AI Tools for Supplier Management
Section 6: Advanced Topics in AI for Supply Chain
Lecture 20 Blockchain and AI Integration in Supply Chain
Lecture 21 Ethical Considerations and Sustainability in AI-Driven Supply Chains
Lecture 22 Future Trends: AI, 5G, and the Smart Supply Chain
Section 7: Implementing AI in Your Supply Chain
Lecture 23 Strategy Development for AI Adoption
Lecture 24 Overcoming Challenges in Implementing AI
Lecture 25 Measuring ROI and Performance Metrics
Section 8: Capstone Project and Final Exam
Lecture 26 Key Takeaways
This course is ideal for supply chain professionals, business analysts, and managers seeking to understand and apply Generative AI in supply chain operations. It's also beneficial for data scientists and tech enthusiasts interested in AI's impact on SCM.
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