Day 1 - AI Sustainability for Business (8 Hours)
Green AI & Corporate ESG Goals
- Time: 2 Hours
- Activities:
- AI’s role in sustainability reporting (SEC, EU AI Act, CSRD)
- Cost implications of inefficient AI pipelines
- Hands-on: Corporate AI sustainability impact analysis
Measuring AI’s Carbon Footprint in Business Environments
- Time: 3 Hours
- Activities:
- AI energy cost vs. sustainable alternatives
- Hands-on: AI energy monitoring for business
Corporate AI Cost Savings through Energy Efficiency
- Time: 3 Hours
- Activities:
- Case Study: Google’s AI energy reduction strategies
- Hands-on: Optimize AI energy consumption
Day 2 - AI Efficiency & Business Optimization (8 Hours)
AI Model Optimization for Business Applications
- Time: 3 Hours
- Activities:
- Cost savings from model compression & resource allocation
- Hands-on: AI efficiency in business AI models
Time-Shifting AI for Carbon & Cost Reduction
- Time: 2 Hours
- Activities:
- How to schedule AI workloads for off-peak energy hours
- Hands-on: Business-focused AI scheduling strategy
Deploying Green AI in Business Workflows
- Time: 3 Hours
- Activities:
- AI sustainability reporting & compliance
- Hands-on: AI deployment for enterprise AI sustainability
Day 3 - Enterprise-Scale AI Sustainability & Optimization (8 Hours)
Scaling AI Sustainability Initiatives Across Enterprises
- Time: 3 Hours
- Activities:
- AI sustainability risk assessments & audits
- Using AI to predict & optimize energy consumption
- Hands-on: AI energy prediction tool
AI Infrastructure Power Profiling & Efficiency Monitoring
- Time: 3 Hours
- Activities:
- Implementing AI-driven auto-scaling for sustainability
- Hands-on: Optimize AI workload across multiple cloud regions
Corporate AI Governance & Compliance Standards
- Time: 2 Hours
- Activities:
- AI regulatory frameworks (ISO 14064, EU AI Act, SEC reporting)
- Hands-on: Develop a corporate AI sustainability strategy
Day 4 - Business AI Policy Implementation & Compliance (8 Hours)
AI Lifecycle Management & Carbon Offsetting
- Time: 3 Hours
- Activities:
- AI deployment strategies for net-zero compliance
- Hands-on: AI sustainability audit
AI Sustainability & Corporate Reporting
- Time: 3 Hours
- Activities:
- Developing sustainability reporting dashboards
- Hands-on: Business AI sustainability report
Final Q&A + Real-World Case Study
- Time: 2 Hours
Day 5 - Advanced Business AI Deployment & Strategy (8 Hours)
Corporate AI Strategy Challenge
- Time: 4 Hours
- Activities:
- AI sustainability framework for large enterprises
- Hands-on: Implementing Green AI policies
Capstone Business AI Project
- Time: 4 Hours
- Activities:
- Group project: Build an AI sustainability roadmap
- Hands-on: AI governance strategy presentation
- Final discussion & feedback
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