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LLM Guardrails in Production: Enterprise Safety at Scale

Master production-grade LLM guardrails with multi-layer architectures, LlamaGuard 3, ShieldGemma, NeMo Guardrails, Guardrails AI, and Presidio PII detection. Build enterprise-ready content moderation systems with monitoring and observability.

74 min24 lessons6 modulesCybersecurity

What you'll learn

  • Design multi-layer guardrail architectures for enterprise LLMs
  • Implement LlamaGuard 3 and ShieldGemma for content moderation
  • Configure NeMo Guardrails for input/output policy enforcement
  • Deploy Presidio for PII detection and anonymization
  • Build monitoring and alerting systems for guardrail performance

Course Content

  1. Production Guardrails Architecture

    4 lessons · 12 min
    • Defense-in-Depth at ScaleNo signup3 min
    • Locked until you enrollLatency Budgets & Performance Tradeoffs3 min
    • Locked until you enrollMulti-Layer Filtering Pipelines3 min
    • Locked until you enrollChoosing the Right Guardrails Stack3 min
    • Quiz: Module 1: Production Guardrails Architecture

  2. Input Filtering at Scale

    4 lessons · 12 min
    • Locked until you enrollPresidio PII Detection & Masking3 min
    • Locked until you enrollPrompt Injection Detection Pipelines3 min
    • Locked until you enrollFast Toxicity Classifiers3 min
    • Locked until you enrollBuilding Custom Input Validators3 min
    • Quiz: Module 2: Input Filtering at Scale

  3. Safety Classifiers Deep Dive

    4 lessons · 13 min
    • Locked until you enrollLlamaGuard 3 Implementation4 min
    • Locked until you enrollShieldGemma Deployment3 min
    • Locked until you enrollClassifier Benchmarks and Comparison3 min
    • Locked until you enrollCustom Taxonomy Adaptation3 min
    • Quiz: Module 3: Safety Classifiers Deep Dive

  4. Advanced NeMo Guardrails

    4 lessons · 13 min
    • Locked until you enrollNeMo Guardrails Architecture3 min
    • Locked until you enrollColang 2.0 Dialog Flows4 min
    • Locked until you enrollCustom Rails Implementation3 min
    • Locked until you enrollRAG Retrieval Rails3 min
    • Quiz: Module 4: Advanced NeMo Guardrails

  5. Guardrails AI Framework

    4 lessons · 12 min
    • Locked until you enrollGuardrails AI Setup and Architecture3 min
    • Locked until you enrollPydantic Schema Validation3 min
    • Locked until you enrollHub Validators3 min
    • Locked until you enrollLiteLLM Integration3 min
    • Quiz: Module 5: Guardrails AI Framework

  6. Production Deployment & Observability

    4 lessons · 12 min
    • Locked until you enrollMonitoring and Metrics3 min
    • Locked until you enrollA/B Testing Guardrails3 min
    • Locked until you enrollLogging and Auditing3 min
    • Locked until you enrollNext Steps and Advancement3 min
    • Quiz: Module 6: Production Deployment & Observability