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YouTube

AI Guardrails - Building Responsible and Safe AI Systems

Data Science Dojo via YouTube

Overview

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Learn to implement AI guardrails using NVIDIA's open-source NeMo framework in this 38-minute webinar that addresses the critical need for responsible AI development in high-impact domains. Discover why responsible AI has become essential in today's landscape and explore the different types of guardrails including topical, safety, and security measures. Follow step-by-step implementation guidance for NeMo guardrails using open-source tools, with practical insights delivered through live demonstrations. Master best practices for real-world deployment and maintenance while learning to identify and avoid common pitfalls in AI guardrail implementation. Understand the importance of continuous monitoring as AI models evolve and gain practical knowledge for building robust, trustworthy AI systems that align with both organizational standards and societal expectations, covering fairness, compliance, safety, and security considerations throughout the development lifecycle.

Syllabus

AI Guardrails: Building Responsible and Safe AI Systems

Taught by

Data Science Dojo

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