Skills you'll learn:
Retrieval-Augmented GenerationAzure ai services
Building Generative AI Applications for Data Insights on Azure
Course
You'll learn Azure OpenAI services, focusing on building applications that extract valuable insights from data using generative AI models. You'll set up and configure Azure AI tools, apply prompt engineering techniques, and integrate external data sources with retrieval-augmented generation (RAG) solutions. You'll gain practical experience in building AI-driven applications for data analysis.
You'll learn Azure OpenAI services, focusing on building applications that extract valuable insights from data using generative AI models. You'll set up and configure Azure AI tools, apply prompt engineering techniques, and integrate external data sources with retrieval-augmented generation (RAG) solutions. You'll gain practical experience in building AI-driven applications for data analysis.
Built in collaboration with
Microsoft
Beginner
2 weeks
Last Updated November 18, 2024
Prerequisites:
Azure basics
Beginner
2 weeks
Last Updated November 18, 2024
Skills you'll learn:
Retrieval-Augmented Generation • Azure ai services
Prerequisites:
Azure basics
Course Lessons
Lesson 1
Introduction to Azure OpenAI Service, AI Models, and Capabilities
Learn the Azure OpenAI Service, including setup, model selection, prompt engineering, code and image generation, and responsible AI practices to build secure, effective AI applications on Azure.
Lesson 2
Extracting Insights From Data with Generative AI
Learn how to use Generative AI to extract data insights, focusing on Retrieval Augmented Generation (RAG), vector search, text embeddings, and prompt engineering for effective data querying
Lesson 3 • Project
Project: Chat With Your Data
Set up Azure resources, deploy models, create prompts, and use Retrieval-Augmented Generation (RAG) to analyze and extract insights from financial data.
Taught By The Best
Vishnu (Lucky) Pamula
Sr. Cloud Solution Architect at Microsoft
Lucky is a data & AI evangelist with a track record of successfully helping organizations build analytics solutions. Besides his day job, he teaches as an adjunct professor, delivers lunch & learns, mentors students, and evangelizes Azure Quantum as an ambassador.
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