Google BigQuery: The Definitive Guide: Data Warehousing, Analytics, and Machine Learning at Scale by Valliappa Lakshmanan, Jordan Tigani
- Google BigQuery: The Definitive Guide: Data Warehousing, Analytics, and Machine Learning at Scale
- Valliappa Lakshmanan, Jordan Tigani
- Page: 470
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781492044468
- Publisher: O'Reilly Media, Incorporated
Google BigQuery: The Definitive Guide: Data Warehousing, Analytics, and Machine Learning at Scale
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Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenient framework. With this book, you’ll examine how to analyze data at scale to derive insights from large datasets efficiently. Valliappa Lakshmanan, tech lead for Google Cloud Platform, and Jordan Tigani, engineering director for the BigQuery team, provide best practices for modern data warehousing within an autoscaled, serverless public cloud. Whether you want to explore parts of BigQuery you’re not familiar with or prefer to focus on specific tasks, this reference is indispensable.
1. What Is Google BigQuery? - Google BigQuery: The Definitive
Selection from Google BigQuery: The Definitive Guide [Book] Google BigQuery is a serverless, highly scalable data warehouse that comes with a built-in query engine. The scale and speed are just two notable features of BigQuery. .. Another BigQuery extension to standard SQL supports creating machine learning
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BigQuery is Google's serverless cloud data warehouse that is so simple well as use new capabilities like BigQuery Machine Learning and BigQuery which will guide you through the process of providing your payment information. how ad hoc analytics expands the questions that they ask of their data.
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Google Cloud provides a full range of services to satisfy all of your storage needs with Integrate with analytics and ML solutions to get more from your data storage High-performance block storage for virtual machines and containers. and unstructured datasets quickly to Cloud Storage, BigQuery, or Cloud Dataproc .
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Big Data & Machine Learning This article explains how to use BigQuery as a data warehouse, first Each dataset is tied to a Google Cloud Platform (GCP) project. . Given the speed and scale at which BigQuery operates, many traditional data integrity can require increased machine time and sometimes human time
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BigQuery is a petabyte-scale analytics data warehouse that you can use to run SQL queries over vast amounts of data in near realtime.
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Watch Build a Big Data Analytics Pipeline with Machine Learning on Google Cloud now. web apps that offers automatic scaling to answer increased demand. . The company uses Google BigQuery as a cloud warehouse, and The Definitive Guide to Cloud Data Warehouses and Cloud Data Lakes.
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