Machine Learning for Developer Self-Care
Explore how artificial intelligence and machine learning can revolutionize software development in this 32-minute conference talk from GOTO AI Summit 2021. Dive into Facebook's approach to leveraging AI for enhancing developer productivity, presented by Erik Meijer, Director of Engineering. Learn about innovative techniques for bug prevention, crash analysis, test selection, and code review assistance. Discover concepts like duality in machine learning, data-to-code transformation, and large code models. Gain insights into practical applications such as NCS Aroma autocomplete, Getafix predictive test selection, and IR-based bug localization. Understand how these technologies can be applied to manage and analyze massive amounts of data generated by billions of users.