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Deployment Optimization — The Complete AI Engineer Roadmap
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Phase 3 – Agentic AI SystemsDeployment – Production Ready Systems

Deployment Optimization

3.5 · Deployment – Production Ready Systems

What You'll Learn

0 / 3 Completed
Inference: batching, streaming, caching, quantization (int8, 4-bit), fp16
Latency & Cost: model size vs latency trade-offs, distillation, pruning
Safety: input validation, hallucination mitigation, output filters, user feedback loops
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