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Learn Live - Work with generative AI model in Azure AI Studio

Microsoft Reactor
114K subscribers
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3.1K views Streamed 1 year ago
Full series information: https://aka.ms/learnlive-microsoft-le... More info here: https://aka.ms/learnlive-microsoft-le... Follow on Microsoft Learn: Learn about the history of natural language processing (NLP), including how the Transformer architecture revolutionized the field and helped us create large language models (LLMs). Work with LLMs in Azure Machine Learning through the foundation  …...more
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Learn Live - Work with generative AI model in Azure AI Studio
Full series information: https://aka.ms/learnlive-microsoft-le... More info here: https://aka.ms/learnlive-microsoft-le... Follow on Microsoft Learn: Learn about the history of natural language processing (NLP), including how the Transformer architecture revolutionized the field and helped us create large language models (LLMs). Work with LLMs in Azure Machine Learning through the foundation models in the model catalog. Then, train a pretrained Large Language Model (LLM) on specific tasks. The model catalog in Azure Machine Learning offers many open source models that can be fine-tuned for your specific task. --------------------- Learning objectives
  • Understand the developments that have led to large language models.
  • Explore the different types of foundation models available in the model catalog.
  • Deploy and test a foundation model.
  • Explore foundation models in the model catalog.
  • Fine-tune a foundation model using the Azure Machine Learning studio.
  • Evaluate and deploy a fine-tuned model using the Azure Machine Learning studio.
--------------------- Chapters -------- 00:00 - Introduction 02:04 - Microsoft Learn AI Skills Challenge 04:33 - Learning objectives 07:30 - Understand the Transformer architecture and explore Large Language Models 13:28 - Understand statistical techniques used for natural language processing (NLP) 33:18 - Explore foundation models in the model catalog 47:33 - Understand when to fine-tune a foundation model 54:24 - Demo 1:13:04 - Knowledge check 1:27:14 - Summary --------------------- Presenters Mary-Jo Diepeveen Senior Content Developer Microsoft Korey Stegared-Pace Cloud Advocate Microsoft Moderators Shivam Goyal Microsoft Student Ambassador

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Microsoft Reactor

114K subscribers
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