Forecasting
Regression, Regression, Regression
June 10, 2021
For over 15 years, Itron’s forecasting group has been conducting free, live Brown Bag webinars on a variety of forecasting and load research-based topics and continues to host new webinars every quarter. More recently due to COVID-19, we have also conducted virtual sessions for our Annual Energy Forecasting Meeting, known to long time Energy Forecasting Group (EFG) members as the Annual EFG Meeting. Add all these together for a total of 75 webinars!
Our second Brown Bag of 2021, or 76th webinar, is on Thursday, June 17 and is entitled “Support Vector Regression”. In addition to Ordinary Least Squares, there are a variety of modeling methods that are linear in parameters and include the word Regression in their name. These include Ridge, Lasso, Elastic Net, Quantile and Support Vector. This Brown Bag session provides an overview of these methods and a deep dive on Support Vector Regression. A session not to be missed by fellow forecasters, data analysts and data scientists!
Participation is free, but prior registration is required. Each seminar lasts approximately one hour, allowing 45 minutes for the presentation and 15 minutes for questions. Webinars start at noon Pacific time. If you can’t attend or missed one, don’t worry! Your registration ensures that a link to access the recording will be sent to you automatically.
Do deep dives like this interest you? White papers on load forecasting with machine learning, forecasting for DERs, ensemble forecasting and more are available in the forecasting section of the Itron website. Our software solutions are backed by the same industry experts who conduct these webinars and write the white papers. Let us help you improve your forecasts! Contact us at forecasting@itron.com.
Paige Schaefer is a Product Marketing Manager in Itron’s Outcomes group for the strategy, planning and implementation of projects supporting marketing functions spanning electricity, water and gas business units. She interacts directly with sales, product and corporate marketing to identify new marketing opportunities, recommend actions and the coordination of targeted campaigns to increase brand awareness and market share where she works closely with the teams to develop content and strategies. In addition, she provides website support, event coordination and manages Itron’s Energy Forecasting Group (EFG), which supports end-use data development, the Statistical End-use Approach (SAE) and coordinates their annual meeting for discussing modeling and forecasting issues. Paige has a B.S. in Business Administration from San Diego State University with an emphasis in Marketing.
Paige Schaefer is a Product Marketing Manager in Itron’s Outcomes group for the strategy, planning and implementation of projects supporting marketing functions spanning electricity, water and gas business units. She interacts directly with sales, product and corporate marketing to identify new marketing opportunities, recommend actions and the coordination of targeted campaigns to increase brand awareness and market share where she works closely with the teams to develop content and strategies. In addition, she provides website support, event coordination and manages Itron’s Energy Forecasting Group (EFG), which supports end-use data development, the Statistical End-use Approach (SAE) and coordinates their annual meeting for discussing modeling and forecasting issues. Paige has a B.S. in Business Administration from San Diego State University with an emphasis in Marketing.