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Time Series Models in Machine Learning - ML 087

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Manage episode 341321560 series 2977446
Content provided by Charles M Wood. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Charles M Wood or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Today on the show, the panel discusses time series models, practical tips and tricks, and shares stories and examples of various models and the processes for optimal application in your ML workflows.
In this episode…
  • Ben’s time series model for sales forecasting
  • The flat line model
  • Examples using time series models
  • Understanding your data
  • Lag functions and moving averages
  • Signal processing in models
  • Manually adding change points
  • Deep learning in time series models
Sponsors
Advertising Inquiries: https://redcircle.com/brands
Privacy & Opt-Out: https://redcircle.com/privacy
Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
  continue reading

172 episoade

Artwork
iconDistribuie
 
Manage episode 341321560 series 2977446
Content provided by Charles M Wood. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Charles M Wood or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Today on the show, the panel discusses time series models, practical tips and tricks, and shares stories and examples of various models and the processes for optimal application in your ML workflows.
In this episode…
  • Ben’s time series model for sales forecasting
  • The flat line model
  • Examples using time series models
  • Understanding your data
  • Lag functions and moving averages
  • Signal processing in models
  • Manually adding change points
  • Deep learning in time series models
Sponsors
Advertising Inquiries: https://redcircle.com/brands
Privacy & Opt-Out: https://redcircle.com/privacy
Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
  continue reading

172 episoade

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