Brian Richards
Brian Richards is a Senior Data Scientist at HelioCampus and works with data across the higher education student lifecycle to help colleges and universities better understand their students and support them through graduation. Brian also has an interest in exploring model evaluation techniques and helping end users better understand how their models work.
Sessions
Building machine learning models with live, human-centric data is often a messy endeavor. However, by thinking about the entire machine learning pipeline and the lifecycle of the population being modeled we can prevent the model (and data scientist) from overpromising and underdelivering. Come learn about potential pitfalls that occur when working with human-centric data and what you can do to prevent it from ruining your model performance.