This workshop will introduce a workflow of predictive modeling using R. We will introduce machine learning at a concept and coding level without touching the math, and will cover both supervised learning and unsupervised learning at a basic level. After taking this workshop, you will be able to apply the machine learning framework to any …

Working with text is an important component in many academic and industrial contexts. Whether your aim is to understand public reactions to the latest political event on Twitter, determine the appropriate target demographic with your product, or analyze DNA sequences, manipulating and restructuring text is a fundamental task. Fortunately, recent developments in the R programming …

In this hands-on workshop, we will learn the basics of data exploration, analysis and visualization with Python. We will introduce and work with the Pandas library and Jupyter Notebook, tools that have become the standard for data analysis with Python. Some introductory Python knowledge is necessary, since we will not have time to go over …

This hands-on workshop will be a foundational exploration of Audacity as an audio editing software. We will discuss some of its functionalities that can help you edit and clean your audio files to prepare it for publishing and sharing. Prior knowledge and experience is not necessary for the workshop, though having a pre-recorded sound clip/file …

Interactive maps have increasingly become an effective tool for communicating one's research and engaging a broad audience. This workshop will introduce you to the basics of making an interactive map that can be shared and embedded in a website. No mapping experience is necessary. This hands-on workshop will take place live over Zoom. <<REGISTER>>