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Starts 7 June 2025 19:53

Ends 7 June 2025

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Operationalizing LLMs on Azure

Operationalizing LLMs on Azure This course is designed for individuals at both an intermediate and beginner level, including data scientists, AI enthusiasts, and professionals seeking to harness the power of Azure for Large Language Models (LLMs). Tailored for those with foundational programming experience and familiarity with Azure basics, this.
University of Naples Federico II via Coursera

University of Naples Federico II

23 Courses


La University of Naples Federico II è un prestigioso ateneo pubblico con una lunga storia di eccellenza nella ricerca, nell'insegnamento e nell'innovazione. Offre una vasta gamma di programmi accademici dal livello di laurea a quello di dottorato.

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Overview

This course is designed for individuals at both an intermediate and beginner level, including data scientists, AI enthusiasts, and professionals seeking to harness the power of Azure for Large Language Models (LLMs). Tailored for those with foundational programming experience and familiarity with Azure basics, this comprehensive program takes you through a four-week journey.

In the first week, you'll delve into Azure's AI services and the Azure portal, gaining insights into large language models, their functionalities, and strategies for risk mitigation.

Subsequent weeks cover practical applications, including leveraging Azure Machine Learning, managing GPU quotas, deploying models, and utilizing the Azure OpenAI Service. As you progress, the course explores nuanced query crafting, Semantic Kernel implementation, and advanced strategies for optimizing interactions with LLMs within the Azure environment.

The final week focuses on architectural patterns, deployment strategies, and hands-on application building using RAG, Azure services, and GitHub Actions workflows.

Whether you're a data professional or AI enthusiast, this course equips you with the skills to deploy, optimize, and build robust large-scale applications leveraging Azure and Large Language Models.

University:

University of Naples Federico II

Provider:

Coursera

Categories:

Machine Learning Courses, Microsoft Azure Courses, LLM (Large Language Model) Courses, Programming Courses


Taught by

Noah Gift, Alfredo Deza and Derek Wales


Subjects

united states