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Agent Summarization (Custom)

Google via Google Cloud Skills Boost

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Overview

“Agent Summarization (Custom)” is a targeted course designed for developers, AI specialists, and business analysts who want to build and customize intelligent summarization agents. This course focuses on creating AI-driven agents that can analyze, condense, and generate concise summaries from diverse and complex datasets, documents, or conversations tailored to specific business needs. Participants will explore techniques for designing summarization workflows using advanced natural language processing (NLP) models, including fine-tuning and prompt engineering to meet unique summarization goals. The course covers...

Syllabus

  • Conversation Summarization in a Nutshell
    • Conversation summarization in a nutshell
  • Data Preparation
    • Data preparation
    • Data Preparation Quiz
  • Data Labelling
    • Data labelling
    • Data Labeling Quiz
  • Building a Custom Model
    • Building a custom model
    • Building a Custom Model Quiz
  • Model Deployment
    • Model Deployment
    • Model Deployment Quiz
  • Model Evaluation
    • Model evaluation
    • Model Evaluation Quiz
  • Model Improvement
    • Model improvement
    • Model Improvement Quiz
  • Custom LLM Summarization
    • Custom LLM Summarization
    • Custom LLM Summarization Quiz
  • Additional Resources
    • Additional Resources
  • Your Next Steps
    • Course Badge
Agent Summarization (Custom)
Go to Class

Google via Google Cloud Skills Boost

45 minutes

English

On-Demand

Advanced

Instructor

Google Cloud Skills Boost

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