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Overview
In this series of lecture videos and in-product demos, we'll introduce you to Databricks and Mosaic AI for Generative AI. Please note that this material serves as a showcase/overview of Databricks features and workflows for generative AI. If you'd like a deeper dive into any of these workflows or features, or if you're looking for hands-on labs, please refer to our Generative AI Engineering with Databricks course (via the Databricks Academy).
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The content was developed for participants with these skills/knowledge/abilities:
Coming Soon...
Databricks Mosaic AI Overview The Generative AI Opportunity Databricks Mosaic AI Platform Prompt Engineering with Internal & External Models Prompt Engineering Basics Demo: Prompt Engineering in AI Playground Introduction to Mosaic AI Gateway Demo: External Models with AI Gateway Build & Register a RAG Pipeline Retrieval Augmented Generation (RAG) Fundamentals Mosaic AI Vector Search MLFlow for GenAI Demo: Build & Register a RAG Application Evaluating and Deploying AI Systems End-to-end Evaluation Demo: Evaluation with Agent Framework Real-time Deployment with Model Serving Demo: Real-time Deployment with Model Serving End-to-end RAG Pipeline on Databricks Lab: End-to-end RAG Pipeline
Databricks Mosaic AI Overview
Prompt Engineering with Internal & External Models
Build & Register a RAG Pipeline
Evaluating and Deploying AI Systems
End-to-end RAG Pipeline on Databricks
Lab: End-to-end RAG Pipeline
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