This workshop introduces you to a modern, scalable, and iterative approach to qualitative data analysis (QDA) using AI and other contemporary computational tools. We will work through the full set of QDA fundamentals: organizing data, de-identifying sensitive text, constructing a data set, indexing text segments, coding, memoing, analyzing, retrieving, and representing results. Designed for those with little to no background in QDA software or coding, this course will equip participants from any field with the skills to improve and streamline their analytical process.