Covariate Shift - Challenges and Good Practice in Machine Learning

Explore the challenges and best practices of covariate shift in this 21-minute conference talk from YOW! 2017. Dive into the world of machine learning as Joyce Wang from Data61, CSIRO, discusses this crucial concept in statistical modeling. Learn how covariate shift affects model performance and discover strategies to mitigate its impact. Gain insights into maintaining robust machine learning models when faced with changing data distributions. Enhance your understanding of this important topic in software engineering and data science, and apply the knowledge to improve your own machine learning projects.