Recommended Resources

Data scientists

Essential content and best practices

Upgrade your knowledge base

The world of data scientists is rapidly changing. Stay one step ahead with the latest thinking, resources and best practices hand-selected by Databricks experts — all in one place.

Get access to all our recommended resources, including but not limited to:

  • The Big Book of Generative AI: Get best practices and code samples for successfully building production-quality generative AI applications
  • A Compact Guide to Large Language Models: Get a thorough, yet concise, overview of the latest breakthroughs in natural language processing and large language models (LLMs)
  • An Introduction to DBRX: Quickly and cost-effectively build your own custom LLM that’s trained on your data with the new Databricks open source foundation model
  • How to Use DBRX Demo: Watch how DBRX — as well as any foundational, third-party or custom model — can use Databricks to build GenAI applications with your own enterprise data
  • The Big Book of MLOps — 2nd Edition: Learn the key components of an MLOps reference architecture and get the latest strategies for deploying generative AI and machine learning models efficiently
  • The Big Book of Machine Learning Use Cases — 2nd Edition: Your complete how-to guide to putting machine learning to work — plus use cases, code samples and notebooks