Analytics for the Internet of Things (IoT)
暫譯: 物聯網 (IoT) 的分析技術
Andrew Minteer
- 出版商: Packt Publishing
- 出版日期: 2017-07-24
- 定價: $1,480
- 售價: 6.0 折 $888
- 語言: 英文
- 頁數: 378
- 裝訂: Paperback
- ISBN: 1787120732
- ISBN-13: 9781787120730
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相關分類:
物聯網 IoT
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相關翻譯:
物聯網大數據分析實戰 (簡中版)
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商品描述
Break through the hype and learn how to extract actionable intelligence from the flood of IoT data
About This Book
- Make better business decisions and acquire greater control of your IoT infrastructure
- Learn techniques to solve unique problems associated with IoT and examine and analyze data from your IoT devices
- Uncover the business potential generated by data from IoT devices and bring down business costs
Who This Book Is For
This book targets developers, IoT professionals, and those in the field of data science who are trying to solve business problems through IoT devices and would like to analyze IoT data. IoT enthusiasts, managers, and entrepreneurs who would like to make the most of IoT will find this equally useful. A prior knowledge of IoT would be helpful but is not necessary. Some prior programming experience would be useful
What You Will Learn
- Overcome the challenges IoT data brings to analytics
- Understand the variety of transmission protocols for IoT along with their strengths and weaknesses
- Learn how data flows from the IoT device to the final data set
- Develop techniques to wring value from IoT data
- Apply geospatial analytics to IoT data
- Use machine learning as a predictive method on IoT data
- Implement best strategies to get the most from IoT analytics
- Master the economics of IoT analytics in order to optimize business value
In Detail
We start with the perplexing task of extracting value from huge amounts of barely intelligible data. The data takes a convoluted route just to be on the servers for analysis
商品描述(中文翻譯)
突破炒作,學習如何從大量的物聯網(IoT)數據中提取可行的情報
關於本書
- 做出更好的商業決策,並獲得對您的物聯網基礎設施的更大控制
- 學習解決與物聯網相關的獨特問題的技術,並檢查和分析來自您的物聯網設備的數據
- 發掘來自物聯網設備數據所產生的商業潛力,並降低商業成本
本書適合誰
本書針對開發人員、物聯網專業人士以及數據科學領域的從業者,他們試圖通過物聯網設備解決商業問題並希望分析物聯網數據。物聯網愛好者、管理者和希望充分利用物聯網的企業家也會發現本書同樣有用。對物聯網的先前知識會有所幫助,但並非必要。具備一些編程經驗會更有幫助。
您將學到什麼
- 克服物聯網數據對分析帶來的挑戰
- 理解物聯網的各種傳輸協議及其優缺點
- 學習數據如何從物聯網設備流向最終數據集
- 開發從物聯網數據中提取價值的技術
- 將地理空間分析應用於物聯網數據
- 使用機器學習作為物聯網數據的預測方法
- 實施最佳策略以充分利用物聯網分析
- 精通物聯網分析的經濟學,以優化商業價值
詳細內容
我們從提取大量幾乎無法理解的數據中獲取價值的困惑任務開始。這些數據經過曲折的路徑,才得以在伺服器上進行分析。