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Master Azure tools for building and deploying robust Large Language Model applications. Learn architectural patterns, automation, and end-to-end solutions for leveraging LLMs in your projects.
In this comprehensive course, you will:
Develop a deep understanding of Azure's ecosystem for LLM solutions, from model deployment to architectural patterns and deployment pipelines. Gain the skills to build and deploy powerful LLM applications in real-world scenarios.
\\- Module 1 (8 hours to complete)
\\- Video: Meet your Course Instructor: Alfredo Deza (1 minute, preview module)
\\- Video: Introduction (0 minutes)
\\- Video: Getting access to Azure OpenAI Service (3 minutes)
\\- Video: Creating an Azure OpenAI Service Resource (5 minutes)
\\- Video: Deploy an OpenAI Model (4 minutes)
\\- Video: Using keys and endpoints (5 minutes)
\\- Video: Creating a simple Python example (5 minutes)
\\- Video: Reviewing usage and quotas (2 minutes)
\\- Video: Architectural overview (3 minutes)
\\- Video: Overview of Azure AI Search (3 minutes)
\\- Video: Automation and deployment with GitHub (4 minutes)
\\- Video: Setting up Azure components (3 minutes)
\\- Video: Using RAG with Azure OpenAI (4 minutes)
\\- Video: Application overview (6 minutes)
\\- Video: Deployment and automation overview (4 minutes)
\\- Video: Using GitHub Actions with Azure (8 minutes)
\\- Reading: About this course (10 minutes)
\\- Reading: Connect with your instructor (10 minutes)
\\- Reading: Key Terms (10 minutes)
\\- Reading: External lab: Use the Azure OpenAI APIs (10 minutes)
\\- Reading: External lab: Create an Azure AI Search resource (10 minutes)
\\- Reading: External Lab: Deploy an end-to-end application (10 minutes)
\\- Reading: Key Terms (10 minutes)
\\- Assignment: Knowledge check (180 minutes)
\\- Assignment: Graded Quiz (180 minutes)
Who can take this course?
Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.
Who can take this course?
Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.
