Cloud Analytics with Microsoft Azure - Second Edition: Transform your business with the power of analytics in Azure
暫譯: 使用 Microsoft Azure 的雲端分析 - 第二版:利用 Azure 的分析能力轉型您的業務
Lee, Jack, Altaiar, Has, Peña, Michael John
- 出版商: Packt Publishing
- 出版日期: 2021-01-20
- 售價: $2,220
- 貴賓價: 9.5 折 $2,109
- 語言: 英文
- 頁數: 184
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1800202431
- ISBN-13: 9781800202436
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相關分類:
Microsoft Azure
海外代購書籍(需單獨結帳)
商品描述
Learn to extract actionable insights from your big data in real time using a range of Microsoft Azure features
Key Features
- Updated with the latest features and new additions to Microsoft Azure
- Master the fundamentals of cloud analytics using Azure
- Learn to use Azure Synapse Analytics (formerly known as Azure SQL Data Warehouse) to derive real-time customer insights
Book Description
Cloud Analytics with Microsoft Azure serves as a comprehensive guide for big data analysis and processing using a range of Microsoft Azure features. This book covers everything you need to build your own data warehouse and learn numerous techniques to gain useful insights by analyzing big data
The book begins by introducing you to the power of data with big data analytics, the Internet of Things (IoT), machine learning, artificial intelligence, and DataOps. You will learn about cloud-scale analytics and the services Microsoft Azure offers to empower businesses to discover insights. You will also be introduced to the new features and functionalities added to the modern data warehouse.
Finally, you will look at two real-world business use cases to demonstrate high-level solutions using Microsoft Azure. The aim of these use cases will be to illustrate how real-time data can be analyzed in Azure to derive meaningful insights and make business decisions. You will learn to build an end-to-end analytics pipeline on the cloud with machine learning and deep learning concepts.
By the end of this book, you will be proficient in analyzing large amounts of data with Azure and using it effectively to benefit your organization.
What you will learn
- Explore the concepts of modern data warehouses and data pipelines
- Discover unique design considerations while applying a cloud analytics solution
- Design an end-to-end analytics pipeline on the cloud
- Differentiate between structured, semi-structured, and unstructured data
- Choose a cloud-based service for your data analytics solutions
- Use Azure services to ingest, store, and analyze data of any scale
Who this book is for
This book is designed to benefit software engineers, Azure developers, cloud consultants, and anyone who is keen to learn the process of deriving business insights from huge amounts of data using Azure.
Though not necessary, a basic understanding of data analytics concepts such as data streaming, data types, the machine learning life cycle, and Docker containers will help you get the most out of the book.
商品描述(中文翻譯)
學習如何利用多種 Microsoft Azure 功能即時提取可行的洞察資訊
主要特點
- 更新了 Microsoft Azure 的最新功能和新增項目
- 掌握使用 Azure 的雲端分析基礎知識
- 學習使用 Azure Synapse Analytics(前身為 Azure SQL Data Warehouse)來獲取即時客戶洞察
書籍描述
《Cloud Analytics with Microsoft Azure》是一本針對使用多種 Microsoft Azure 功能進行大數據分析和處理的綜合指南。本書涵蓋了建立自己的數據倉庫所需的一切,以及通過分析大數據獲取有用洞察的多種技術。
本書首先介紹大數據分析、物聯網(IoT)、機器學習、人工智慧和 DataOps 的數據力量。您將了解雲端規模的分析以及 Microsoft Azure 提供的服務,以幫助企業發現洞察。您還將了解現代數據倉庫中新增的功能和特性。
最後,您將查看兩個真實的商業案例,以展示使用 Microsoft Azure 的高級解決方案。這些案例的目的是說明如何在 Azure 中分析即時數據,以獲取有意義的洞察並做出商業決策。您將學會在雲端構建端到端的分析管道,並應用機器學習和深度學習的概念。
在本書結束時,您將能夠熟練地使用 Azure 分析大量數據,並有效地利用這些數據為您的組織帶來好處。
您將學到什麼
- 探索現代數據倉庫和數據管道的概念
- 發現應用雲端分析解決方案時的獨特設計考量
- 設計雲端的端到端分析管道
- 區分結構化、半結構化和非結構化數據
- 為您的數據分析解決方案選擇雲端服務
- 使用 Azure 服務來攝取、存儲和分析任何規模的數據
本書適合誰
本書旨在幫助軟體工程師、Azure 開發人員、雲端顧問以及任何希望學習如何使用 Azure 從大量數據中提取商業洞察的人士。
雖然不是必需的,但對數據分析概念(如數據流、數據類型、機器學習生命週期和 Docker 容器)的基本理解將幫助您充分利用本書。
作者簡介
Has Altaiar is a software engineer at heart and a consultant by trade. Has lives in Melbourne, Australia, and is the Executive Director at vNEXT Solutions. His work focuses on data, IoT, and AI on Microsoft Azure, and two of his latest IoT projects won multiple awards. Has is also a Microsoft Azure MVP and a regular organizer and speaker at local and international conferences, including Microsoft Ignite, NDC, and ServerlessDays. Hes also a board member of the Global AI Community. You can follow him on Twitter at hasaltaiar.
Jack Lee is a senior Azure certified consultant and an Azure practice lead with a passion for software development, cloud, and DevOps innovations. Jack has been recognized as a Microsoft MVP for his contributions to the tech community. He has presented at various user groups and conferences, including the Global Azure Bootcamp at Microsoft Canada. Jack is an experienced mentor and judge at hackathons and is also the president of a user group that focuses on Azure, DevOps, and software development. He is the co-author of Cloud Analytics with Microsoft Azure, published by Packt Publishing. You can follow Jack on Twitter at jlee_consulting.
Michael Peña is an experienced technical consultant based in Sydney, Australia. He is a Microsoft MVP and a certified professional with over 10 years of experience in data, mobile, cloud, web, and DevOps. Throughout these years, he wore various hats but considered himself a developer at heart. He is also an international speaker, having spoken at numerous events, including the Microsoft Ignite, NDC, DDD, Cross-Platform Summit, and various in-person and virtual meet-ups. Michael has interned with Microsoft and is also a Microsoft student partner alumnus. You can follow him on Twitter at mjtpena.
作者簡介(中文翻譯)
Has Altaiar 是一位內心深處的軟體工程師,職業上則是一名顧問。Has 目前居住在澳洲墨爾本,並擔任 vNEXT Solutions 的執行董事。他的工作專注於數據、物聯網 (IoT) 和人工智慧 (AI) 在 Microsoft Azure 上的應用,最近的兩個物聯網專案獲得了多項獎項。Has 也是 Microsoft Azure 的 MVP,並且是當地及國際會議的定期組織者和演講者,包括 Microsoft Ignite、NDC 和 ServerlessDays。他同時也是全球人工智慧社群的董事會成員。您可以在 Twitter 上關注他,帳號是 hasaltaiar。
Jack Lee 是一位資深的 Azure 認證顧問及 Azure 實務負責人,對軟體開發、雲端和 DevOps 創新充滿熱情。Jack 因其對技術社群的貢獻而被認定為 Microsoft MVP。他曾在各種使用者群組和會議上發表演講,包括在 Microsoft 加拿大舉辦的全球 Azure Bootcamp。Jack 是一位經驗豐富的導師和黑客松的評審,並且是專注於 Azure、DevOps 和軟體開發的使用者群組的會長。他是《Cloud Analytics with Microsoft Azure》的共同作者,該書由 Packt Publishing 出版。您可以在 Twitter 上關注 Jack,帳號是 jlee_consulting。
Michael Peña 是一位經驗豐富的技術顧問,居住在澳洲悉尼。他是 Microsoft MVP,並且是一位擁有超過 10 年數據、行動、雲端、網頁和 DevOps 經驗的認證專業人士。在這些年裡,他擔任過多種角色,但始終認為自己是一名開發者。他也是一位國際演講者,曾在多個活動上發表演講,包括 Microsoft Ignite、NDC、DDD、跨平台峰會以及各種線下和虛擬聚會。Michael 曾在 Microsoft 實習,並且是 Microsoft 學生夥伴的校友。您可以在 Twitter 上關注他,帳號是 mjtpena。
目錄大綱
- Introducing analytics on Azure
- Introducing the Azure Synapse Analytics workspace and Synapse Studio
- Processing and visualizing data
- Business use cases
- Conclusion
目錄大綱(中文翻譯)
- Introducing analytics on Azure
- Introducing the Azure Synapse Analytics workspace and Synapse Studio
- Processing and visualizing data
- Business use cases
- Conclusion