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Kandungan disediakan oleh Ulrik B. Carlsson and Ulrik Carlsson. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Ulrik B. Carlsson and Ulrik Carlsson atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
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Predictions and Analytics on Field Service

35:42
 
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Manage episode 248013318 series 2582622
Kandungan disediakan oleh Ulrik B. Carlsson and Ulrik Carlsson. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Ulrik B. Carlsson and Ulrik Carlsson atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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 episod

Artwork
iconKongsi
 
Manage episode 248013318 series 2582622
Kandungan disediakan oleh Ulrik B. Carlsson and Ulrik Carlsson. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Ulrik B. Carlsson and Ulrik Carlsson atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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 episod

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