Titlebook: Databricks Data Intelligence Platform; Unlocking the GenAI Nikhil Gupta,Jason Yip Book 2024 The Editor(s) (if applicable) and The Author(s

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Victoria Schwenzer,Nicole SelmerenAI applications? In this chapter, we will first learn the concepts around GenAI. Then we will discuss how Databricks and the newly acquired company Mosaic ML will work together and transform the industry once more. This chapter lays some background regarding the journey of GenAI and introduces the Databricks offering in the GenAI space.

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Detailprinzipien und Toleranzen,w an important tool called Security Analysis Tool developed by Databricks, which, when executed on a Databricks workspace, helps identify gaps in workspace security with recommended best practices and gives pointers to admins on how to resolve those deficiencies.

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Delta Lake - Deep Dive, on top of cloud data lakes. Delta Lake is a storage protocol that exactly fits the requirements. Delta Lake is an open, performant storage format that enables organizations to build data lakehouses, allowing data warehousing and machine learning directly on the data lake.

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Generative AI with Databricks,enAI applications? In this chapter, we will first learn the concepts around GenAI. Then we will discuss how Databricks and the newly acquired company Mosaic ML will work together and transform the industry once more. This chapter lays some background regarding the journey of GenAI and introduces the Databricks offering in the GenAI space.

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Mosaic AI Agent Framework: Creating Quality AI Agents,ere the AI Agent Framework comes in. We will not only discuss how to deploy a chatbot from end to end, but how to evaluate it with an LLM as a Judge or human feedback. These metrics will ensure data scientists who are already familiar with MLflow will be able to transition to LLM evaluation easily.

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Databricks Platform Security and Compliance,w an important tool called Security Analysis Tool developed by Databricks, which, when executed on a Databricks workspace, helps identify gaps in workspace security with recommended best practices and gives pointers to admins on how to resolve those deficiencies.