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内容由Ulrik B. Carlsson and Ulrik Carlsson提供。所有播客内容(包括剧集、图形和播客描述)均由 Ulrik B. Carlsson and Ulrik Carlsson 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
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Predictions and Analytics on Field Service

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Manage episode 248013318 series 2582622
内容由Ulrik B. Carlsson and Ulrik Carlsson提供。所有播客内容(包括剧集、图形和播客描述)均由 Ulrik B. Carlsson and Ulrik Carlsson 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

This episode is brought to you by D365UG.

Matt Lamb joins Ulrik Carlsson again to talk about the use of data science in Field Service implementations and why Field Service implementations are particularly interesting. The wealth of data can be used for both advanced machine learning scenarios to predict failures, creating advanced DAX formulas in Power BI to optimize Work Order scheduling, and why you might want to create your own ranking of Work Order as opposed to what is delivered out-of-the-box.

Topics discussed:

  • What’s special about Field Service?
  • Telemetry and IoT data
  • Vibrations as a predictor
  • Regression algorithms and Binary Classifications
  • Service Level Agreements
  • The Weighted Average Optimization Equation
  continue reading

23集单集

Artwork
icon分享
 
Manage episode 248013318 series 2582622
内容由Ulrik B. Carlsson and Ulrik Carlsson提供。所有播客内容(包括剧集、图形和播客描述)均由 Ulrik B. Carlsson and Ulrik Carlsson 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

This episode is brought to you by D365UG.

Matt Lamb joins Ulrik Carlsson again to talk about the use of data science in Field Service implementations and why Field Service implementations are particularly interesting. The wealth of data can be used for both advanced machine learning scenarios to predict failures, creating advanced DAX formulas in Power BI to optimize Work Order scheduling, and why you might want to create your own ranking of Work Order as opposed to what is delivered out-of-the-box.

Topics discussed:

  • What’s special about Field Service?
  • Telemetry and IoT data
  • Vibrations as a predictor
  • Regression algorithms and Binary Classifications
  • Service Level Agreements
  • The Weighted Average Optimization Equation
  continue reading

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