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Large Language Models with Azure
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Large Language Models with Azure

This course is part of Large Language Model Operations (LLMOps).

Course Cost

₹ 38,999

Beginner

Skill Level

4 Weeks

Self-paced lessons

This practical course teaches you how to harness Azure's AI services for Large Language Model operations. Learn to deploy and manage LLMs, implement advanced query techniques with Semantic Kernel, and build scalable applications using architectural patterns like RAG. The curriculum covers Azure Machine Learning, OpenAI Service integration, GPU optimization, and automated workflows with GitHub Actions. Through hands-on projects, you'll gain expertise in building end-to-end LLM applications while addressing practical concerns like performance, cost-efficiency, and risk mitigation.

What you'll learn

  • Deploy and manage Large Language Models using Azure's AI services

  • Optimize GPU resources for efficient model performance and cost management

  • Implement advanced query techniques using Semantic Kernel

  • Develop custom functions and microservices to extend system capabilities

  • Build end-to-end LLM applications using RAG architecture

  • Automate testing and deployment workflows with GitHub Actions

  • Integrate Azure OpenAI APIs effectively

  • Create search indexes and embeddings using Azure AI Search

Skills you'll gain

Azure
Large Language Models
MLOps
OpenAI
Machine Learning
Semantic Kernel
RAG
GitHub Actions
AI Development
Cloud Computing

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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There are 4 modules in this course

This comprehensive course focuses on mastering Large Language Model operations within the Azure ecosystem. Students learn to leverage Azure's AI services, including Azure Machine Learning and OpenAI Service, for deploying and managing LLMs. The curriculum covers essential topics like GPU quota management, advanced query techniques using Semantic Kernel, and implementation of architectural patterns such as Retrieval Augmented Generation (RAG). Practical skills include building end-to-end LLM applications, automating workflows with GitHub Actions, and optimizing performance while managing costs.

Introduction to LLMOps with Azure

Module 1

LLMs with Azure

Module 2

Extending with Functions and Plugins

Module 3

Building an End-to-End LLM application in Azure

Module 4

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Large Language Model Operations (LLMOps)

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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.

Large Language Models with Azure

Beginner

Skill Level

4 Weeks

Self-paced lessons

Course Cost

₹ 38,999

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.