What H4I Members Want
Fun & Creative Applications of Data Science will take a longer time to develop. I will develop Creating Beautiful Visualizations first and integrate What is Data Science into it.
Motivation
- To explore with members what Data Science is. To give members the flexibility to consider Data Science as a career option
- To teach members plotly (and D3.js), which are dynamic, interactive visualizations that can easily be integrated into frontend products
- To have a workshop that can be made external. Have more external influence.
- Personal: to make myself better at Data Science along the way
Learning Objectives
- Talk about what is Data Science, and how visualizations help
- To quickly understand data through visualizations - matplotlib
- To make beautiful, interactive production read visualizations - plotly, dash by plotly
- Maybe D3.js?
- To show the different types of plots we can make and how to choose one to show data
- It's important to note that this course is an overview course. We will give members knowledge in coding visualizations, but the more important aspect is to teach them when to use which visualization, and how data visualizations help us understand data.
Technologies