Intersections between Control, Learning and Optimization 2020 "Can We Really Use Machine Learning in Safety Critical Systems?" Richard Murray - California In... (more…)

The advancements in machine learning techniques have encouraged researchers to apply these techniques to a myriad of software engineering tasks that use source code analysis, such as testing and vulnerability detection. Such a large number of studies hind... (more…)

Today, we'll build an end to end machine learning application from scratch. To do this, we'll walk you through the process of collecting data, training a deep learning model, building a Dash application, putting everything in Docker and deploying to AWS. ... (more…)

Researchers from China and the United States have collaborated on research that uses machine learning techniques to discern the ‘hidden visits’ we make when we move around the country, but do not make enough phone calls or use our phones enough for a comp... (more…)

One of the first questions to answer before deploying a model is what is the business risk of deploying this model? (more…)