The best way to learn a technical concept is to re-create it or to teach someone. Here you will learn how to do both at the same time!

Let’s walk together through a creation of interactive tutorials about machine learning concepts using Plotly. I hope, this will inspire you with some ideas!

Plotly - open source library enabling you to visualize data. Not only it can be used for presentation of insightful and beautiful charts, but also you can use it to create interactive tutorials of some technical concepts. As an example, it can help you to teach, and therefore learn, traditional Machine Learning algorithms.

In this talk, I would like to walk you through:

• High-level overview of Plotly library
• Several Plotly demos explaining ML algorithms
• Building blocks of creating such tutorials

Not only you will understand possible ways of creating such tutorials, but potentially be inspired to create your own about the concepts YOU are interested in.