Incident Response Plans
Imagine a hospital having emergency protocols in place to handle critical situations. Incident response plans
Resource Monitoring
Imagine a building manager monitoring energy consumption and resource usage to optimize efficiency. Resource monitoring
Model Staleness Detection
Imagine a library identifying outdated books that need to be replaced. Model staleness detection in
Retraining Triggers
Imagine a chef sharpening their knives regularly to maintain their cutting edge. Retraining triggers in
Feedback Loops
Imagine a teacher providing feedback to students to help them learn and improve. Feedback loops
Drift Detection
Imagine a ship's captain adjusting the course to account for changing currents. Drift detection in
Performance Monitoring
Imagine a coach monitoring the performance of athletes to identify areas for improvement. Performance monitoring
Alerting and Anomaly Detection
Imagine a smoke detector alerting you to a potential fire. Alerting and anomaly detection in
Logging and Metrics
Imagine a doctor monitoring a patient's vital signs like heart rate and blood pressure. Logging
Rollbacks and Failovers
Imagine a backup generator kicking in when the power goes out. Rollbacks and failovers in
Blue-Green Deployment
Imagine an airline switching between two runways for landing and takeoff without disrupting flights. Blue-green
Load Balancing
Imagine a traffic controller directing cars to different lanes to prevent congestion. Load balancing in
Distributed Training
Imagine a team of athletes training together to achieve a common goal. Distributed training in
Vertical Scaling
Imagine upgrading your computer with a faster processor, more memory, and a powerful graphics card.
Bayesian Optimization
Imagine searching for a treasure using a map that also shows the uncertainty of your
Explainable AI (XAI)
Imagine a doctor explaining a diagnosis and treatment plan. You want to understand the reasoning
Model Compression: Shrinking AI for the Real World
Imagine packing a suitcase efficiently for a trip. You want to bring everything you need
Ensemble Methods: The Power of Teamwork in AI
Imagine a team of experts with diverse skills collaborating to solve a complex problem. Ensemble