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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. |