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Starts 7 June 2025 00:07
Ends 7 June 2025
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What is an AI Agent? Evaluating AI Agents with Arize AI - Part 1
Discover what makes an AI system an "agent" in this comprehensive breakdown covering memory, planning, tool use, and architectures, plus learn evaluation methods with a live Arize Phoenix demo.
Data Science Dojo
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Data Science Dojo
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59 minutes
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Overview
Discover what makes an AI system an "agent" in this comprehensive breakdown covering memory, planning, tool use, and architectures, plus learn evaluation methods with a live Arize Phoenix demo.
Syllabus
- Introduction to AI Agents
- Components of AI Agents
- Architectures of AI Agents
- Evaluation of AI Agents
- Live Demonstration: Evaluating AI Agents with Arize Phoenix
- Conclusion
- Q&A Session and Further Resources
Definition and Characteristics of AI Agents
Overview of Reactive vs. Proactive Agents
Understanding Memory in AI Systems
Planning Mechanisms in AI
Tool Use and Integration within AI Agents
Common Architectural Patterns
Case Studies of Successful AI Agent Implementations
Criteria for Evaluating Agent Performance
Tools and Techniques for Agent Evaluation
Setup and Introduction to Arize Phoenix
Conducting an Evaluation Using Arize Phoenix
Interpreting Evaluation Results
Synthesis of Key Concepts
Future Trends in AI Agent Development
Subjects
Computer Science
