Because most real-world machine learning operates as a black box, it can be challenging for users and regulators to understand the key components of your machine learning solution. In this meetup, we'll show you how to use a wide variety of interactive components from the machine learning ecosystem to transparently develop and deploy machine learning solutions (what we call a Lightning App). We'll be focusing on popular components used for Training, Servicing, UI, Monitoring, AutoScaling, and Altering in your ML solution, and we'll end by exploring the app creation process together.