Tag: machine learning

January 21

Machine Learning Applications Utilizing Weather Data

Artificial intelligence (AI) and its subsets, machine learning (ML)  and deep learning (DL) are grabbing all the headlines these days.  From basic job replacement to a possible robot uprising, reporters, influencers & futurists are waxing poetically about the benefits (and threats) future generations will experience due to advances in these technologies.   AI/ML/DL Hierarchies While the Team at AerisWeather follows those storylines along with everyone else in the technology world, we’re also fortunate enough to have a front row seat to some of the CURRENT applications of these exciting toolsets.  Today, we work with a broad array of engineers, software...

September 16

Fueling Healthcare Research with Weather Data

Advances in machine learning and patient-specific real-time data are leading to discoveries and correlations never before thought possible with human analysis. Physicians can now study the complex correlations between patient health issues and a nearly infinite list of environmental data that cause or exacerbate a patient’s condition. With these correlations identified, physicians and patients alike have the opportunity to forecast external triggers and mitigate the effects before they present themselves. With increasing frequency, researchers are turning to hyper-localized environmental condition datasets to tell the story of external impacts.  In addition to traditional weather conditions such as temperature, wind and barometric...