Data Analytics in the Aws Cloud: Building a Data Platform for Bi and Predictive Analytics on Aws
Minichino, Joe
- 出版商: Sybex
- 出版日期: 2023-05-02
- 定價: $2,100
- 售價: 8.5 折 $1,785
- 語言: 英文
- 頁數: 416
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1119909244
- ISBN-13: 9781119909248
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相關分類:
Amazon Web Services、Data Science、Machine Learning
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商品描述
A comprehensive and accessible roadmap to performing data analytics in the AWS cloud
In Data Analytics in the AWS Cloud: Building a Data Platform for BI and Predictive Analytics on AWS, accomplished software engineer and data architect Joe Minichino delivers an expert blueprint to storing, processing, analyzing data on the Amazon Web Services cloud platform. In the book, you'll explore every relevant aspect of data analytics--from data engineering to analysis, business intelligence, DevOps, and MLOps--as you discover how to integrate machine learning predictions with analytics engines and visualization tools.
You'll also find:
- Real-world use cases of AWS architectures that demystify the applications of data analytics
- Accessible introductions to data acquisition, importation, storage, visualization, and reporting
- Expert insights into serverless data engineering and how to use it to reduce overhead and costs, improve stability, and simplify maintenance
A can't-miss for data architects, analysts, engineers and technical professionals, Data Analytics in the AWS Cloud will also earn a place on the bookshelves of business leaders seeking a better understanding of data analytics on the AWS cloud platform.
商品描述(中文翻譯)
《在 AWS 云上进行数据分析：构建 AWS 上的商业智能和预测分析数据平台》是一本全面且易于理解的指南，为您提供在亚马逊云服务平台上进行数据分析的路线图。作者 Joe Minichino 是一位经验丰富的软件工程师和数据架构师，他在本书中为您提供了一个专家级的蓝图，教您如何在 AWS 云平台上存储、处理和分析数据。本书涵盖了数据工程、分析、商业智能、DevOps 和 MLOps 等与数据分析相关的方方面面，同时还介绍了如何将机器学习预测与分析引擎和可视化工具集成。本书还包括以下内容：
- 解密 AWS 架构的真实应用案例，帮助您理解数据分析的应用领域
- 简明易懂地介绍数据获取、导入、存储、可视化和报告等方面的知识
- 专家洞察无服务器数据工程以及如何使用它来降低开销和成本、提高稳定性并简化维护
《在 AWS 云上进行数据分析》不仅适用于数据架构师、分析师、工程师和技术专业人员，也适合希望更好地了解 AWS 云平台上的数据分析的商业领导者。这本书是您书架上不可或缺的一本书。
作者簡介
GIONATA "JOE" MINICHINO is Principal Software Engineer and Data Architect on the Data & Analytics Team at Teamwork. He specializes in cloud computing, machine/deep learning, and artificial intelligence and designs end-to-end Amazon Web Services pipelines that move large quantities of diverse data for analysis and visualization.
作者簡介(中文翻譯)
GIONATA 'JOE' MINICHINO 是 Teamwork 公司數據與分析團隊的首席軟體工程師和資料架構師。他專注於雲端運算、機器學習/深度學習和人工智慧，並設計端到端的 Amazon Web Services 流程，以移動大量不同類型的資料進行分析和視覺化。
