RAG in Azure with OpenAI and ChatGPT LLM model
What you'll learn
- Understand key concepts of RAG
- Develop practical, hands-on skills
- Getting familiar with Azure AI tools and services
- Extend LLM models with data
Requirements
- Basic programming in Python and Notebooks
- Basic knowledge in Azure services
- No required knowledge in LLMs or ML
Description
Elevate your development skills with our specialized course designed for developers and IT professionals. This course focuses on the essentials of Retrieval-Augmented Generation (RAG) using Azure’s cutting-edge tools and services.
Throughout this course, you will:
Understand RAG Fundamentals: Learn the core principles of Retrieval-Augmented Generation and its applications.
Utilize Azure AI Studio: Gain hands-on experience with Azure AI Studio to build and deploy AI models.
Leverage LLM models like ChatGPT 4: Integrate and utilize large language models, including ChatGPT, for advanced AI solutions.
Embed Vectors with AI Search Service: Master the techniques of embedding vectors and enhancing search capabilities using Azure AI Search service.
Use RAG flow with Azure AI Studio: Create your own RAG application with few clicks from the AI Studio.
Use Jupiter Python notebooks: Create sample python app to perform RAG.
By the end of this course, you will have the skills to implement RAG solutions effectively, leveraging Azure’s powerful tools and services. Whether you’re looking to advance your career or enhance your technical expertise, this course provides the knowledge and practical experience you need to succeed in the rapidly evolving field of AI and machine learning.
Join us and become proficient in the latest AI technologies with Azure!
Who this course is for:
- Beginner developers who looking for understanding and learning RAG/AI apps
- Beginner non-developers looking for an easy way to use LLMs in their company
- Anyone looking for creating his own Copilot
Instructor
- 4.4 Instructor Rating
- 9,252 Reviews
- 271,686 Students
- 13 Courses
Houssem Dellai is a Cloud Solution Architect at Microsoft. Before that, he was nominated Microsoft Most Valuable Professional (MVP) for 5 years in a row. You might saw his work without you had even noticed ! If you were looking for content on Docker, Kubernetes, DevOps, Terraform, Xamarin, ASP.NET or Azure, chances are so high that you have passed through his Youtube channel or his blog posts on Microsoft Blog, Medium and CodeProject.
He is also a conference speaker and professional certified trainer (MCT) who have trained thousands of students and professional developers. So, he knows where people stuck to learn new technologies. He is the one who can simplify the complicated concepts for beginners.