Building Generative AI Skills for Developers

Courses under this program:
Course 1: Generative AI vs. Traditional AI
-See the key differences between generative and traditional AI.

Course 2: Introduction to Large Language Models
-Learn about large language models—what they are, what they can do, and how they work.

Course 3: Generative AI: Working with Large Language Models
-Explore a user-friendly approach to working with transformers and large language models for natural language processing.

Course 4: LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG)
-Learn about the basics of vector databases and how to use them in LLM caching and retrieval-augmented generation.

Course 5: Advanced RAG Applications with Vector Databases
-Discover cutting-edge methods to perform retrieval-augmented generation (RAG) with a vector database.

Course 6: RAG Fine-Tuning: Advanced Techniques for Accuracy and Model Performance
-Fine-tune LLMs in Azure AI Studio using retrieval augmentation to create domain-specific AI systems using state-of-the-art RAFT technique.

Course 7: GenAIOps Foundations
-Leverage GenAIOps in your enterprises for effective development, deployment, and management of GenAI applications.