Recommended Resources
Data scientists
Essential content and best practices
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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