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AI Product Expert Certification - Master Generative AI Skills
Overview
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Learn to build secure and reliable Large Language Model applications by implementing comprehensive guardrails against common threats and vulnerabilities. Explore the critical risks facing LLM applications including data leaks, hostile prompt injections, and policy violations, then discover practical safety measures using industry-standard tools like LangChain4J, Hugging Face, and OpenAI. Master essential security practices through hands-on demonstrations covering privacy protection, abuse prevention, and real-world implementation scenarios. Understand how to safeguard Retrieval Augmented Generation systems and implement effective validation mechanisms to ensure your AI applications maintain integrity and trustworthiness in production environments.
Syllabus
00:00 Introduction
01:25 LLM Risks Overview
04:58 Guardrails in Action
16:01 Privacy & Abuse Protection
22:10 Real-World Demo
25:58 Retrieval Augmented Generation
27:40 Final Takeaways
Taught by
WeAreDevelopers