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