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LLMOps (Large Language Model Operations)

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03 Labs

This track consists of 3 labs, each provided as a separate lab instance, and each must be completed in one uninterrupted session. Your session time starts as soon as you launch a lab. The track and all labs stay available for 30 days after you redeem your voucher code. You’ll get two attempts per lab during this period. All labs, regardless of whether they have been provisioned, launched, or not, will be permanently deleted from the CloudLabs portal after 30 days. Please plan your activities accordingly.

About Course

In this hands-on lab, you will learn how to effectively extract insights from customer conversations within a call center using Azure AI services and Azure OpenAI Service. You’ll get the opportunity to apply real-time and post-call analytics to enhance call center efficiency and elevate customer satisfaction. This immersive experience will guide you through a diverse range of topics related to data processing, audio transcription, sentiment analysis, and data visualization, allowing you to master real-time and post-call analytics.

Hands-on Labs Covered

  • Introduction to LLMs and Azure AI Services, building LLM orchestration flows, evaluating and deploying LLMs, and monitoring with a focus on responsible AI
  • Automating
  • LLM Performance Testing

Audience

  • ML Engineer
  • AI Operations Specialist
  • Data Scientist

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