3
🔬 Technical Deep Dives
Evaluation & Production
Build production-grade AI systems with proper evaluation, safety, and monitoring.
5 lessons5 hours 50 min1,600 XP
1
1
LLM Evaluation Frameworks
Build comprehensive evaluation frameworks to measure LLM quality and reliability.
55 min300 XP
LLM evaluationTesting frameworks
6 Stages
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2
2
Cost Optimization Deep Dive
Master techniques for reducing AI system costs without sacrificing quality.
55 min280 XP
Cost optimizationToken management
6 Stages
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3
3
Guardrails & Safety Systems
Implement robust safety guardrails for production AI systems.
60 min320 XP
AI safetyGuardrails
6 Stages
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4
4
Monitoring & Observability
Build monitoring and observability systems for production AI applications.
55 min300 XP
MonitoringObservability
6 Stages
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5
5
Technical Capstone: Production System
Build and deploy a production-ready AI system with evaluation, safety, and monitoring.
65 min400 XP
Production engineeringSystem design
6 Stages
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