Unit 5 - Data

Timeline

AP CS Principles Timeline 24-25

* Unit 5 - Data

* Unit 5 Digital Notebook

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

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