Building AI Agents from Scratch - Core Mechanics and Production-Grade Development
MLOps World: Machine Learning in Production via YouTube
Overview
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Learn to design and build AI agents from the ground up in this comprehensive 31-minute workshop that moves beyond pre-built frameworks like CrewAI or Autogen to focus on core agent development mechanics. Discover the fundamental principles of creating intelligent agents capable of autonomous decision-making, task orchestration, and real-world problem-solving through hands-on technical instruction. Master the essential components needed to develop fully customizable AI solutions rather than relying on existing frameworks, gaining deep understanding of agent architecture, decision-making processes, and implementation strategies. Explore practical techniques for building robust, scalable, and production-grade AI agents that can be tailored to specific use cases and enterprise requirements. Develop skills in agent orchestration, autonomous task execution, and creating intelligent systems that can operate independently in complex environments.
Syllabus
Building Agents from Scratch
Taught by
MLOps World: Machine Learning in Production