LLMOps Engineer

Manage scalable deployment, optimization, monitoring, and infrastructure for LLM applications. Master this track step-by-step. Complete all modules to earn your verified certification.

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0 / 9 Lessons Mastered

1

LLM Infrastructure

GPU Infrastructure for AI

12 min read

High Throughput Serving with vLLM

13 min read

Tensor Parallelism & Scaling

13 min read

2

Optimization Techniques

Quantization (GPTQ, AWQ, GGUF)

12 min read

LoRA & QLoRA Fine-Tuning

11 min read

Inference Latency Optimization

12 min read

3

Observability & Monitoring

Prompt & Response Monitoring

9 min read

Hallucination Detection Systems

9 min read

Token Usage & Cost Monitoring

10 min read