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Page Content

WEB SESSION

1/2 Feb 2021

Deep Learning in Insurance – Theory and Practice

Monday, 01 February 2021

  1. 09:00 - 09:15 Introduction & welcome EAA
  2. 09:15 - 10:45 Introduction to DL models
  3. 10:45 - 11:00 Break
  4. 11:00 - 12:30 High-level view: dissecting a DL model
  5. 12:30 - 13:30 Break
  6. 13:30 - 14:45 Deep dive: loss functions & backprop
  7. 14:45 - 15:00 Break
  8. 15:45 - 16:00 Applications in insurance: technical pricing non-life

Tuesday, 02 February 2021

  1. 09:00 - 10:45 Deep dive: backprop & SGD
  2. 10:45 - 11:00 Break
  3. 11:00 - 12:30 Extra topics: regularization and RNN & CNN
  4. 12:30 - 13:30 Break
  5. 13:30 - 14:45 Applications in insurance: text analysis
  6. 14:45 - 15:00 Break
  7. 15:00 - 15:55 Applications cont'd & Q&A
  8. 15:55 - 16:00 Concluding remarks, closing of seminar (EAA)
  9. (Time zone: CET - Central European Time)
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