Posts Tagged ‘Machine learning’
Predictive Algorithms Find New Application
Making predictions using time-series data typically requires several data-processing steps and the use of complex machine learning algorithms, which have such a steep learning curve they aren’t readily accessible to nonexperts. This is where deep learning technology is usually applied, but maybe there is a different option. This interesting information came to us from MIT…
Read MoreMachine Learning and Climate Issues
Emerging technologies like artificial intelligence (AI) and machine learning are making changes in all parts of our lives and world. One of the more impactful applications involves climate and environmental issues. This interesting news came to us from Columbia Climate School in their article, “Machine Learning Techniques Can Speed Up Glacier Modeling By A Thousand…
Read MoreUsing Machine Learning To Its Potential
Machine learning approaches are increasingly used to extract patterns and insights from the ever-increasing stream of data. This interesting information came to us from datanami in their article, “How Data-Centric AI Bolsters Deep Learning for the Small-Data Masses.” In the physical world, where the majority of aspects that humans interact with are based on dynamic…
Read MoreMachine Learning Assists in Medical Documentation
Documentation requirements in the world of technology have many healthcare providers feeling overwhelmed and burned out. When you consider that on average, primary care physicians spend more than half of their 11.4-hour workdays on data entry, it is easy to understand why, and this was before COVID-19. Healthcare Finance brought this interesting news to our attention…
Read MoreUsing Machine Learning in Social Data Analysis
Johns Hopkins University researchers have developed a machine learning algorithm that uses predictive analytics to identify adolescents experiencing suicidal thoughts and behavior. Health IT Analytics brought this interesting topic to our attention in their article, “Machine Learning Uses Predictive Analytics For Suicide Prevention.” Researchers discovered specific risk factors associated with suicidal thought and behavior among adolescents, helping…
Read MoreUnderstanding Machine Learning’s Role
Researchers have developed an automated method using machine learning to predict the effectiveness of viral diagnostic tests and design optimized ones. This interesting news came to us from Phys.org in their article, “Machine learning could help scientists design better viral diagnostics.” ADAPT uses trained algorithms to predict the best sequences for a diagnostic, promising to…
Read MoreMachine Learning to the Rescue
There has been a lot of talk around the applications of machine learning in medicine. But how is machine learning actually helping scientists and clinicians do their jobs? This interesting topic came to us from the Medical Device & Diagnostic Industry (MDDI) in their article, “Transforming Modern Medical Devices with Machine Learning & AI Inference.”…
Read MoreEmerging Technologies Across the Board
Machine learning, deep learning and federated learning: what are the similarities and the differences? This news came to us from Mark Tech Post in their article, “Google AI Implements Machine Learning Model That Employs Federated Learning With Differential Privacy Guarantees.” Federated learning is also known as collaborative learning. It is a machine learning technique that trains an algorithm…
Read MoreMachine Learning and Databases
Data sets for machine learning solve big data problems, from data collection and storage through analysis and the training of machine learning models to the deployment of real-time prediction endpoints. VentureBeat brought this interesting information to our attention in their article, “Database technology evolves to combine machine learning and data storage.” This new approach offers…
Read MoreMachine Learning and Careers
If you are looking to specialize in your career or switch altogether, know that anyone with “machine learning” in their job title or responsibilities, is in a good career place these days. InfoWorld brought this topic to our attention in their article, “Career roadmap: Machine learning engineer.” People with skills and experience in machine learning are in…
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