Try generative AI and machine learning on Databricks

This page is a curated list of notebooks and tutorials designed to quickly get you started with AI and machine learning on Mosaic AI.

When you're ready for more complexity, see the advanced tutorials for AI and ML.

Classical machine learning

Article	Description
End-to-end machine learning on Databricks	Use Databricks to ingest data, perform exploratory data analysis, train a model, tune the model using hyperparameter tuning, and perform batch predictions with the final model.

Generative AI applications

Article	Description
Query LLMs and prototype AI agents using the no-code AI Playground	Use the AI Playground to query LLMs and prototype AI agents using a no-code visual interface.
Query LLMs programmatically	Use the Foundation Model API to query LLMs.
Build and deploy your first AI agent using Agent Framework	Use Agent Framework and the OpenAI API to author a tool calling agent.
Evaluate an AI agent using Agent Evaluation	Use Agent Evaluation to evaluate the quality of a LangGraph agent.