Scaling AI Solutions for Enterprise
90 minutes
Learn how to scale AI solutions for enterprise use:
• Infrastructure Planning
- Cloud vs on-premise solutions
- Resource estimation
- Cost optimization
- High availability setup
• Deployment Strategies
- Containerization
- Orchestration with Kubernetes
- CI/CD pipelines
- Blue-green deployments
• Monitoring and Maintenance
- Performance monitoring
- Resource utilization
- Alert systems
- Automated scaling
• Disaster Recovery
- Backup strategies
- Failover planning
- Data recovery
- Business continuity