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Übersicht

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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Oktober 2020
Genre:	EDV / Informatik
	bigdata / BigQuery / BigQueryML / DataLake / DataMachineLearning / DataMart / Datawarehouse / ETL / GCP / GoogleCloudPlatform / sql mehr...
ISBN:	9781484261859
EAN-Code:	9781484261859
Verlag:	Apress
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 254 mm / B 178 mm / D 31 mm
Gewicht:	1047 gr
Seiten:	564
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

Create a data warehouse, complete with reporting and dashboards using Google's BigQuery technology. This book takes you from the basic concepts of data warehousing through the design, build, load, and maintenance phases. You will build capabilities to capture data from the operational environment, and then mine and analyze that data for insight into making your business more successful. You will gain practical knowledge about how to use BigQuery to solve data challenges in your organization.

BigQuery is a managed cloud platform from Google that provides enterprise data warehousing and reporting capabilities. Part I of this book shows you how to design and provision a data warehouse in the BigQuery platform. Part II teaches you how to load and stream your operational data into the warehouse to make it ready for analysis and reporting. Parts III and IV cover querying and maintaining, helping you keep your information relevant with other Google Cloud Platform services and advanced BigQuery. Part V takes reporting to the next level by showing you how to create dashboards to provide at-a-glance visual representations of your business situation. Part VI provides an introduction to data science with BigQuery, covering machine learning and Jupyter notebooks.

What You Will Learn

Design a data warehouse for your project or organization

Load data from a variety of external and internal sources

Integrate other Google Cloud Platform services for more complex workflows

Maintain and scale your data warehouse as your organization grows

Analyze, report, and create dashboards on the information in the warehouse

Become familiar with machine learning techniques using BigQuery ML

Who This Book Is For

Developers who want to provide business users with fast, reliable, and insightful analysis from operational data, and data analysts interested in a cloud-based solution that avoids the pain of provisioning their own servers.

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