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Agentic AI for Developers: Concepts and Application for Enterprises

سرفصل های دوره

Agentic AI is at the forefront of the next wave of technological advancements in the generative AI world, transforming the way business processes are executed in the future. As agentic AI becomes more capable of performing tasks traditionally requiring human intelligence and oversight, it is crucial for data scientists and engineers to understand how these systems work and best practices to build them. In this course, Kumaran Ponnambalam discusses the concepts and building blocks for agentic AI. He explores how enterprise use cases can be built with a few examples, and reviews responsible AI considerations for agentic AI.


01 - Introduction
  • 01 - Building your own AI agent
  • 02 - Course coverage and prerequisites

  • 02 - 1. Introduction to Agentic AI
  • 01 - Basic GenAI uses and limitations
  • 02 - What is agentic AI
  • 03 - An agentic AI example
  • 04 - Benefits and challenges of agentic AI
  • 05 - Technologies for agentic AI

  • 03 - 2. An Agentic AI System
  • 01 - Components of an agentic AI system
  • 02 - Goals in agentic AI
  • 03 - Planner in agentic AI
  • 04 - Orchestrator and executor in agentic AI
  • 05 - Tools in agentic AI
  • 06 - GenAI models in agentic AI
  • 07 - Memory in agentic AI

  • 04 - 3. Your First Agentic AI Application
  • 01 - A basic AI agent
  • 02 - Router AI agent design
  • 03 - Setting up the indexes for the router
  • 04 - Setting up the agentic router
  • 05 - Routing with agentic AI

  • 05 - 4. Design Patterns for Agentic AI
  • 01 - Reflection pattern in agentic AI
  • 02 - Router pattern in agentic AI
  • 03 - Tool use pattern in agentic AI
  • 04 - Planning pattern in agentic AI
  • 05 - Multi-agent pattern in agentic AI

  • 06 - 5. Enterprise Use Cases for Agentic AI
  • 01 - AI agents in finance
  • 02 - AI agents in customer care
  • 03 - AI agents in insurance
  • 04 - AI agents in human resources
  • 05 - AI agents in project management

  • 07 - 6. Implementing a Customer Service AI Agent
  • 01 - A customer service AI agent
  • 02 - Customer service AI agent design
  • 03 - Setting up functions and indexes
  • 04 - Setting up the customer service AI agent
  • 05 - Using the customer service AI agent

  • 08 - 7. Responsible AI Considerations for AI Agents
  • 01 - Hallucinations in agentic AI
  • 02 - Explainability in agentic AI
  • 03 - Integrations in agentic AI
  • 04 - Compliance in agentic AI

  • 09 - 8. Conclusion
  • 01 - Continuing on with agentic AI
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    مدت زمان: 92 دقیقه
    تاریخ انتشار: ۲۷ دی ۱۴۰۳
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