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End to End LLMs with Azure
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End to End LLMs with Azure

Master Azure for LLM applications: Deploy models, implement RAG, use Azure AI Search, and automate with GitHub Actions for end-to-end LLM solutions.

Course Cost

₹ 2,699

Intermediate

Skill Level

9 Hours

Self-paced lessons

This comprehensive course equips learners with skills to leverage Azure for building and deploying Large Language Model (LLM) applications. Students will learn to use Azure OpenAI Service for deploying LLMs, utilizing inference APIs, and integrating with Python. The course covers architectural patterns like Retrieval-Augmented Generation (RAG) and Azure services such as Azure AI Search for robust applications. Participants will gain insights into streamlining deployments with GitHub Actions and apply their knowledge by implementing RAG with Azure Search, creating GitHub Actions workflows, and deploying end-to-end LLM applications.

What you'll learn

  • Create Large Language Model endpoints in Azure

  • Use GitHub Actions to deploy containerized applications for LLMs

  • Implement Retrieval-Augmented Generation (RAG) with Azure AI Search

  • Develop Python applications integrating Azure OpenAI Service

  • Understand and apply LLM architectural patterns in Azure

  • Manage Azure OpenAI Service resources, keys, and quotas

  • Design and deploy end-to-end LLM applications on Azure

  • Streamline LLM application deployment using GitHub Actions

Skills you'll gain

Azure OpenAI Service
large language models
Azure AI Search
GitHub Actions
RAG
Python
Azure cloud
LLM deployment

This course includes:

67 Minutes PreRecorded video

2 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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There is 1 module in this course

This course provides a comprehensive introduction to building and deploying Large Language Model (LLM) applications using Azure. Students will learn to leverage Azure OpenAI Service for LLM deployment, understand and implement architectural patterns like Retrieval-Augmented Generation (RAG), and utilize Azure AI Search for robust application development. The course also covers automation and deployment strategies using GitHub Actions. Through hands-on exercises and projects, learners will gain practical experience in creating end-to-end LLM solutions, from model deployment to application integration and automated deployment pipelines.

Get Started with LLMs in Azure

Module 1 · 9 Hours to complete

Fee Structure

Payment options

Financial Aid

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

End to End LLMs with Azure

Intermediate

Skill Level

9 Hours

Self-paced lessons

Course Cost

₹ 2,699

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.