Web: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/time-series-models-in-machine-learning-ml-087 Audio: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/time-series-models-in-machine-learning-ml-087/download.mp3

Sept. 15, 2022, 10 a.m. | Top End Devs, Ben Wilson, Michael Berk

Adventures in Machine Learning – Devchat.tv devchat.tv


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

machine machine learning series time series

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Senior Research Engineer, Applied Language

@ DeepMind | Mountain View, California, US

Machine Learning Engineer

@ Bluevine | Austin, TX

Lead Manager - Analytics & Data Science

@ Tide | India(Remote)

Machine Learning Engineer

@ Gtmhub | Indore, Madhya Pradesh, India