Enroll Course: https://www.coursera.org/learn/llmops-azure
Are you eager to harness the potential of Large Language Models (LLMs) within the Azure cloud environment? The Coursera course ‘Operationalizing LLMs on Azure’ is an exceptional resource designed for both beginners and intermediate learners who wish to dive deep into deploying, managing, and optimizing LLMs using Azure’s comprehensive suite of AI tools.
This four-week program is meticulously structured to guide you from foundational concepts to advanced deployment techniques. Starting with an introduction to Azure’s AI services and the Azure portal, you’ll learn the essentials of large language models, their functioning, benefits, and the risks involved. The course then moves into practical skills, including leveraging Azure Machine Learning and Azure OpenAI Service for deploying models, managing compute resources, and using inference APIs through Python.
One of the standout features of this course is its focus on extending LLM capabilities with Functions and Plugins. You’ll explore crafting nuanced prompts with Semantic Kernel, refining prompts, and implementing advanced interaction strategies. The hands-on approach equips you with the skills to optimize LLM interactions effectively.
The final modules take you through building an end-to-end LLM application using architectural patterns like Retrieval-Augmented Generation (RAG), deploying applications with Azure services, and automating workflows with GitHub Actions. This comprehensive coverage ensures you’re well-equipped to develop scalable, robust LLM solutions.
Whether you’re a data scientist, AI enthusiast, or a professional looking to leverage Azure for AI applications, this course offers practical insights and skills that can significantly enhance your capabilities. I highly recommend ‘Operationalizing LLMs on Azure’ for anyone eager to master LLM deployment and management in a cloud environment.
Enrolling in this course will empower you to take your AI projects to the next level, utilizing Azure’s powerful tools to build innovative, scalable language models. Don’t miss out on the opportunity to advance your AI expertise—sign up today!
Enroll Course: https://www.coursera.org/learn/llmops-azure