Visualization for Machine Learning

Miscellaneous Notes

Any questions about what we cover during the lab can be directed to my email, felipe.moreno@fgv.br.

Notebooks

We walked through D3 data types, interaction and transformation using this notebook this week.

We also have an activity in observable iPCA.

Activity

We also worked through creating a scatterplot in D3 together.
You should be able to view and fork your own copy of the activity here now.

Other Resources

The NYUVIS Guides and Examples page is extremely helpful for all things D3.

Notes

If you are new to Javascript, I would recommend going over the Javascript Basics notebook this week. If you are new to D3, I recommend taking a look at the Data Transformation, SVG and D3 Basics, and Color guidelines.

Don’t worry about absorbing all of these immediately! We will dive into more complex and interactive visualizations together as the semester continues, but this is a useful reference if you want to create a visualization but aren’t sure where to start.