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Learn Live - Azure OpenAI: Introduction to Language Models and Applications

Microsoft Developer
588K subscribers
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15K views Streamed 2 years ago
Full series information: https://aka.ms/learnlive-202302FT More info here: https://aka.ms/learnlive-202302FT-Ep2 Follow on Microsoft Learn: This live session will introduce Azure OpenAI, discuss the different language models available, and demonstrate how these models can be easily adapted to your specific task including but not limited to content generation, summarization, semantic search, and natural language to code translation. Presenters will demonstrate how users can access the service through REST APIs, Python SDK, or our web-based interface in the Azure OpenAI Studio. --------------------- Chapters -------- 00:00 - Introduction 02 …...more
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Learn Live - Azure OpenAI: Introduction to Language Models and Applications
Full series information: https://aka.ms/learnlive-202302FT More info here: https://aka.ms/learnlive-202302FT-Ep2 Follow on Microsoft Learn: This live session will introduce Azure OpenAI, discuss the different language models available, and demonstrate how these models can be easily adapted to your specific task including but not limited to content generation, summarization, semantic search, and natural language to code translation. Presenters will demonstrate how users can access the service through REST APIs, Python SDK, or our web-based interface in the Azure OpenAI Studio. --------------------- Chapters -------- 00:00 - Introduction 02:11 - Learning Objectives 04:01 - Learn Live Collection 04:55 - Azure OpenAI Overview 11:24 - Use cases & Capabilities 23:16 - Why Azure OpenAI 33:44 - Azure OpenAI models 40:18 - Demo: Azure OpenAI Playground 51:31 - Prompts & Completions, Tokens, and Deployments 58:47 - Azure OpenAI Deep Dive 59:58 - Prompt Design - Do's & Don'ts 1:13:20 - Embeddings 1:14:13 - Demo: Embeddings 1:17:50 - Fine-tuning 1:19:50 - Demo: Simple App using Azure OpenAI 1:22:30 - Demo: Advanced Q&A App using Embeddings 1:26:36 - Summary --------------------- Presenters Kris Bock Machine Learning/Data Science, Azure FastTrack Engineering Microsoft Sriram Subramanian Principal Software Engineer Microsoft Moderators Neeraj Jhaveri Senior FastTrack Engineer Microsoft

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Microsoft Developer

588K subscribers
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