As a data scientist used to working with numbers and complex mathematical concepts, it’s easy to forget that math phobia is real and not everyone enjoys it as much as I do. When I present my model’s results to my co-workers, they tend to get lost and miss the point.
Interactive apps and visualizations are the key to making ML models more approachable. Using them can massively improve the communication between the data science team and other stakeholders, and create a common language between data scientists and product managers in sharing their feedback
In this talk, I will share with you how I introduced Streamlit to visualize my models, and how people across the company started using and testing them,despite not having a mathematical or programming background.