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Webinar: Doing Data Science Right in Excel-Pervasive Utilities

September 25, 2018 @ 11:00 AM - 12:00 PM EDT

Tuesday, September 25th, 11:00am-12:00pm Eastern

Clutter created by years of Excel usage is inescapable in the utility industry, as are its associated bad consequences. A few years ago The Energy Authority (TEA) decided to utilize R to break out of this bad practice with the goal of building accurate, explainable, adaptable, scalable, accessible and reproducible models. With very limited help from IT developers, a group of analysts built up their own platforms for modeling, data storage, and deployment, overcoming numerous obstacles along the way. In this webinar, TEA will share their solutions to improving analytics workflow by adopting the latest R technology.

Attendees will learn:

  • Important attributes for data science platforms
  • Quality control for analytics models
  • How to generate interactive web UI without IT developers

Speaker

Eina Ooka
Senior Quantitative Analyst
The Energy Authority

Eina Ooka leads TEA’s quantitative modeling efforts, particularly focusing on multivariate stochastic forecasting models for electric power markets. She has developed production-level models from scratch that are now used throughout the company for portfolio management. Eina’s expertise includes neural network modeling, machine learning, data science, and risk analysis. Eina holds a Masters in Mathematics from the University of Washington.

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Details

Date:
September 25, 2018
Time:
11:00 AM - 12:00 PM
Event Category: