Quality and Safety for LLM Applications

Instructor: Bernease Herman

What you'll learn

  •   Monitor and enhance security measures over time to safeguard your LLM applications.
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  •   Detect and prevent critical security threats like hallucinations, jailbreaks, and data leakage.
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  •   Explore real-world scenarios to prepare for potential risks and vulnerabilities.
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    • Skills you'll practice

  •   Prompt Engineering
  •   Threat Detection
  •   Large Language Modeling
  •   Threat Modeling
  •   Generative AI
  •   Personally Identifiable Information
  •   Application Security
  •   Security Controls
  •   System Monitoring
  •   Data Security
  •   Security Testing
  •   Continuous Monitoring
  •   Data Loss Prevention
  •   Anomaly Detection

    • Red Teaming LLM Applications

    Improving Accuracy of LLM Applications

    Application Security for Developers and DevOps Professionals

    Pretraining LLMs

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