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AI Operations Specialist.
The person who keeps a company's AI systems healthy: monitoring, quality, cost control, and the operational discipline nobody else wants to own.
Prerequisite: Level 2Professional plan or higherSpecialization badge on completion
What you'll walk away with
- Company-wide AI system monitoring and health dashboards
- Quality assurance programs across AI outputs
- Cost management and vendor optimization routines
Modules
01 The operations layer
- • AI system inventory building
- • Health metrics that matter
- • Alerting without noise
- • Incident playbooks
02 Quality programs
- • Sampling and review routines
- • Rubric programs at scale
- • Regression testing operations
- • User feedback loops
03 Cost and vendors
- • Usage analytics and attribution
- • Model cost optimization
- • Vendor evaluation cycles
- • Capacity planning
Final project
An operations manual and live dashboard for a portfolio of AI systems, with one month of operating logs.
Recommended tools: Spreadsheets/BI, Make, Provider dashboards
Start this track free
7-day trial includes the skill assessment that confirms you're ready for AI Operations Specialist.
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