This comprehensive course equips you with skills to leverage Azure for building and deploying Large Language Model (LLM) applications. Learn to use Azure OpenAI Service for deploying LLMs, utilizing inference APIs, and integrating with Python. Explore architectural patterns like Retrieval-Augmented Generation (RAG) and Azure services like Azure Search for robust applications. Gain insights into streamlining deployments with GitHub Actions. Apply your knowledge by implementing RAG with Azure Search, creating GitHub Actions workflows, and deploying end-to-end LLM applications. Develop a deep understanding of Azure's ecosystem for LLM solutions, from model deployment to architectural patterns and deployment pipelines.
Empfohlene Erfahrung
Was Sie lernen werden
Create Large Language Model endpoints in Azure
Use GitHub Actions to deploy a containerized application for LLMs
Kompetenzen, die Sie erwerben
- Kategorie: Azure AI Search
- Kategorie: GitHub Actions
- Kategorie: Process Automation Systems
Wichtige Details
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In diesem Kurs gibt es 1 Modul
This week, you will explore architectural patterns and deployment of large language model applications. By studying RAG, Azure services, and GitHub Actions, you will learn how to build robust applications. You will apply your learning by implementing RAG with Azure search, creating GitHub Actions workflows, and deploying an end-to-end application.
Das ist alles enthalten
16 Videos9 Lektüren2 Aufgaben1 Unbewertetes Labor
Empfohlen, wenn Sie sich für Machine Learning interessieren
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