Is suggested Reading for Nvidia cert NCP-GENL exam for Production Monitoring and Reliabilty is correct??
Production Monitoring and Reliability: Exam Weight 7%
Establishing monitoring dashboards and reliability metrics while tracking logs and anomalies for root-cause analysis.
Evaluating benchmarking agents against prior versions. Implementing automated tuning, retraining, and versioning to ensure
continuous uptime, transparency, and trust in production deployments.
9.1 Define monitoring dashboards and reliability metrics.
9.2 Track logs, errors, and anomalies for root-cause diagnosis.
9.3 Continuously benchmark deployed agents against prior versions.
9.4 Implement automated tuning, retraining, and versioning in production.
9.5 Ensure continuous uptime, transparency, and trust in live deployments.
Recommended NVIDIA Courses and Suggested Readings
NVIDIA Course
> Deploying RAG Pipelines in Production at Scale
Suggested Readings
> Attention I All You Need—arXiv
> BERT: Pretraining of Deep Bidirectional Transformers for Language Understanding—arXiv
> Improving Language Understanding by Generative Pretraining (Radford, Narasimhan, Salimans, Sutskever) | OpenAI
> Masked Language Modeling Guide | Hugging Face
> Causal Language Modeling Guide | Hugging Face