Built in collaboration with DeepLearning.AI, the 'Quality and Safety for LLM Applications' short course is designed to help you create useful metrics to monitor your LLM systems for safety and quality.
Upon completing this course, you’ll be able to:
Identify hallucinations with methods like SelfCheckGPT
Detect jailbreaks (prompts that attempt to manipulate LLM responses) using sentiment analysis and implicit toxicity detection models.
Identify data leakage using entity recognition and vector similarity analysis.
Build your own monitoring system to evaluate app safety and security over time.
Enroll now for free: www.deeplearning.ai/short-courses/quality-safety-llm-applications/
Learn more about WhyLabs: www.whylabs.ai