Day 1
Module 1: AI fundamental
- Introduction to AI
 - What are different types of AI
 - ML vs DL
 - Supervised learning
 - Unsupervised learning
 - Popular tools for AI
 - Workshop [AI workflow]
 
Module 2: Challenges & solutions in procurment
- Challenges in procurement
 - Current solutions (AI, automation, analytics)
 - Complex Approval Processes 
 - Demand Forecasting and Inventory Management 
 - Data Management and Analysis  
 
Module 3: Azure ML studio (regression)
- Introduction Azure ML studio [classic]
 - Azure ML experiment
 - Creating regression model
 - Creating the workflow
 - Train an Azure ML model
 - Testing the models
 - Review the best model
 
Module 4: Azure ML studio (classification)
- Creating classification model
 - Creating workflow
 - Deploy the model as an API
 - Group Activity: Azure ML procurement (case study)
 
Day 2
Module 5: AI Fundamental (I)
- Introduction to Power Automate
 - Power Automate Basics
 - Building Simple Flows
 - Advanced Flow Design
 - Data Integration
 - Connectors and Integration
 - Approvals and Workflows
 - Automating Business Processes
 
Module 6: AI Fundamentals (II)
- Creating procurement workflow
 - Group Activity : Azure ML procurement (case study)
 
Module 7: AI Fundamentals (III)
- Introduction to Power BI
 - Getting Started with Power BI Desktop
 - Data Modeling in Power BI
 - Creating Interactive Visualizations
 - Data Insights and AI Integration
 
Module 8: AI Fundamentals (IV)
- Creating procurement dashboard
 - Group Activity: Application in procurement
 
Summary