Google Bigquery: The Definitive Guide: Data Warehousing, Analytics, and Machine Learning at Scale (Paperback)

Lakshmanan, Valliappa, Tigani, Jordan

  • 出版商: O'Reilly
  • 出版日期: 2019-12-03
  • 定價: $2,310
  • 售價: 8.5$1,964
  • 語言: 英文
  • 頁數: 350
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1492044466
  • ISBN-13: 9781492044468
  • 相關分類: Data ScienceMachine Learning
  • 相關翻譯: Google BigQuery權威指南 (簡中版)
  • 立即出貨 (庫存 < 3)

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商品描述

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.

商品描述(中文翻譯)

在建立一個協作、敏捷的工作場所的同時,使用PB級數據集進行工作。這本實用書是Google BigQuery的權威參考,BigQuery是一個查詢引擎,讓您可以對大型數據集進行交互式分析。BigQuery使企業能夠在便捷的框架中高效地存儲、查詢、輸入和學習數據。通過這本書,您將學習如何高效地從大型數據集中分析數據以獲取洞察力。

Google Cloud Platform的技術負責人Valliappa Lakshmanan和BigQuery團隊的工程總監Jordan Tigani提供了在自動縮放、無服務器公共雲中進行現代數據倉儲的最佳實踐。無論您想探索您不熟悉的BigQuery部分,還是更喜歡專注於特定任務,這本參考書都是不可或缺的。

作者簡介

Valliappa (Lak) Lakshmanan is a Tech Lead for Big Data and Machine Learning Professional Services on Google Cloud Platform. His mission is to democratize machine learning so that it can be done by anyone anywhere using Google's amazing infrastructure (i.e., without deep knowledge of statistics or programming or ownership of lots of hardware).

Jordan is engineering director for the core BigQuery team. He was one of the founding engineers on BigQuery, and helped grow it to be one of the most successful products in Google's Cloud Platform. He wrote the first book on BigQuery, and has also spoken widely on the subject. Jordan has twenty years of software development experience, ranging from Microsoft Research to Machine Learning startups.

作者簡介(中文翻譯)

Valliappa (Lak) Lakshmanan是Google Cloud Platform的大數據和機器學習專業服務的技術主管。他的使命是使機器學習民主化,讓任何人都可以在任何地方使用Google令人驚嘆的基礎設施進行機器學習,而不需要深入了解統計學或編程,也不需要擁有大量硬體設備。

Jordan是核心BigQuery團隊的工程總監。他是BigQuery的創始工程師之一,並幫助將其發展成為Google Cloud Platform中最成功的產品之一。他撰寫了第一本關於BigQuery的書籍,並在這個主題上廣泛演講。Jordan擁有二十年的軟體開發經驗,從微軟研究到機器學習初創公司都有涉獵。