Overview

The Databricks Lakehouse is groundbreaking technology that simplifies data storage, processing, and analysis. This cookbook offers a clear and practical guide to building and optimizing your Lakehouse to make data-driven decisions and drive impactful results. This definitive guide walks you through the entire Lakehouse journey, from setting up your environment, and connecting to storage, to creating Delta tables, building data models, and ingesting and transforming data. We start off by discussing how to ingest data to Bronze, then refine it to produce Silver. Next, we discuss how to create Gold tables and various data modeling techniques often performed in the Gold layer. You will learn how to leverage Spark SQL and PySpark for efficient data manipulation, apply Delta Live Tables for real-time data processing, and implement Machine Learning and Data Science workflows with MLflow, Feature Store, and AutoML.

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Dr. Alan L. Dennis has been writing software for over 30 years. His experiences range from being one of the first employees at a startup to leading a team of over twenty developers. He has held titles such as Programmer, Architect, Chief Technical Officer, and member of technical staff. He has worked for many Fortune 50 companies, with a wide range of industry experience.

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