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Innovate With AI

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04 Labs

This track consists of 4 labs, designed to be completed in a single session without interruption. Once you launch the track, you'll have a total of 8 hours to complete all the labs. Please note that the track will remain available for 30 days after you redeem the voucher code. You’ll get two attempts to complete all the labs 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 lab, you will explore the use of Natural Language Processing and Machine Learning to classify COVID-19 research papers into natural groupings. You will utilize Automated Machine Learning (AutoML) in Azure to train and refine the best classification models. The lab emphasizes the importance of a fully automated and traceable process for managing large volumes of incoming research documents, ensuring data quality through engineering processes, and providing advanced indexing and search capabilities using AI Search. Additionally, you will learn how to leverage Conversational AI, using Power Virtual Agents and Azure AI Services, to help analysts easily navigate and find relevant research documents through natural language interactions.

Hands-on Labs Covered

  • Azure Machine Learning Model Training
  • Document Processing and Summarization with Azure Document Intelligence and AI Service for Language
  • Knowledge Mining with Azure AI Search
  • Conversational AI with Bot Service using Power Virtual Agents

Audience

  • AI Developer
  • Data Scientist
  • Product Manager
  • Software Engineer
  • Business Analyst

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