Learning from Data
Activity Guide - Learning From Data
Resource - What's Going On in This Graph?
Google Trends Link
Exploring One Column
Video - Data Analysis Process
Video - Data Visualizer in App Lab - Part 1
Activity Guide - Exploring One Column
Filtering and Cleaning Data
Activity Guide - Filtering Data
Exploring Two Columns
Video - Data Visualizer in App Lab - Part 2
Activity Guide - Exploring Two Columns
Big, Open, and Crowdsourced Data
Activity Guide - Big, Open, and Crowdsourced Data
Machine Learning
Algorithmic Bias
Resource - Twitter says its image-cropping algorithm was biased, so it's ditching it (CNN)
Additional Resource - Sharing learnings about our image cropping algorithm
Project - Tell a Data Story
Project Guide - Tell a Data Story
Example #1
Example #2
Example #3
Example #4
Assessment Day