آموزش هوش مصنوعی و تحول دیجیتال در مدیریت زنجیره تأمین - آخرین آپدیت

سرفصل ها و درس ها

Introduction

• Course Agenda & Introduction to topics

• Introduction to Supply Chain Management

• Supply Chain Flow, Functions, Roles & SCOR Model Learning !

• Evolution of Technologies in Supply Chain World

Foundational Systems & Technologies in Supply Chain

• Barcodes in Supply Chain & their uses

• Case study of Walmart saving Billions with Barcodes implementation.

• RFID (Radio Frequency Identification) - Concept & Uses in Supply Chain

• ZARA's Case study of RFID Implementation - Saving over messed up operations.

• EDI - Electronic Data Interchange - Concept & uses in Supply Chain

• Uses of EDI in Supply Chain Operations & Walmart's case study

• Sensors in Supply Chain

• Uses of Sensors in Supply Chain & Maersk's case study

• IoT - Internet of Things in Supply Chain - Concept and How it works

• Uses of IoT in Supply Chain & DHL's Case study

Digital Backbone of Supply Chains

• Analytics in Supply Chain

• Analytics Platforms - Case study of Proctor & Gamble (P&G)

• Analytics Tools in Supply Chain - Tableau, Power BI, SAS, SAP Cloud, R, Python

• Supply Chain Control tower

• Uses of Supply Chain Control Tower & GE's case study

• Analytics Vs Control Tower

• Low-Code & No-Code Transformation with Microsoft Ecosystem

• eProcurement meaning and different eProcurement Platforms

• Uses of eProcurement & Case study of Siemens

• Cloud Platforms for Supply Chain

• Applications of Cloud Platforms in Supply Chain

• ERP Systems & their integration with Cloud Platforms

Artificial Intelligence (AI) in Supply Chain Management | AI Supply Chain

• Chapter Introduction - AI in Supply Chain

• Artificial Intelligence (AI) in Supply Chain - Growing fast

• Subsets of AI & impact in Supply Chain (AI, ML, Deep Learning, Gen AI)

• What AI has revolutionized & its application in Supply Chains so far

• Future of AI in Supply Chain - Beyond imagination

• Agentic AI in Supply Chain with its real applications

• RPA (Robotics Process Automation) in SCM with DHL's case study

• OCR (Optical Character Recognition) & NLP (Natural language Processing) in SCM

• Chatbots & Virtual Assistants for Supply Chain Professional

• AI Assistants to boost your productivity & Supply Chain activities.

• ChatGPT & Microsoft Copilot - Uses, application & their magic in SCM

• Importance of Right Prompt in using Gen AI tools

Blockchain Technology for Supply Chain Digital Transformation

• Blockchain - Meaning, Applications & Real Case study in SCM world.

Robotics & Automation in Logistics, Warehousing & Supply Chain

• Robotics in Warehousing & Manufacturing

• Drones & Autonomous Vehicles in Supply Chain for Last-Mile Delivery

• Computer Vision in Supply Chain & Operations

• Cold Chain Monitoring with IoT + AI

Digital Twins & Simulation Models in Supply Chain & Operations

• Digital Twins in Supply Chain & Manufacturing

• Scenario Planning with Simulation Models in Supply Chain

Trending Technologies in Supply Chain & Operations

• AR (Augmented Reality) & VR (Virtual Reality) in Supply Chain

• 3D Printing in Supply Chain & Manufacturing Operations

• Edge Computing in Supply Chain

• Quantum Computing in Supply Chain

• Edge Computing Vs Cloud Computing - Quick Overview with Example.

• Autonomous Supply Chains

Risk, Security & Compliance in Supply Chain

• Cyber Security in Supply Chain

• Fraud Detection with AI in Supply Chain

• ESG Reporting & Compliance Tracking in Supply Chain

• Circular & Green Supply Chains

Industry 4.0 & 5.0

• Industry 4.0 – Integration of IoT, AI, and Automation

• Industry 5.0 – Human + AI Collaboration

• Industry 4.0 Vs Industry 5.0

Course Summary

• Course Summary - Conclusion & Takeaways

Final Quiz

• Quiz - AI & Digital Technologies in Supply Chain Transformation