CURRICULUM // AI.203 // WEEKS_5-6
Weeks 5-6 · Data Storytelling
Statistical Analysis
Units
MODULE_BREAKDOWN
UnitTopicFormatTime
5.1Descriptive statisticsSummarize a dataset numericallyLesson + notebookWeek 5
5.2Correlation vs causationAvoid false conclusionsDiscussion + examplesWeek 5
6.1Testing hypothesesRun and interpret a testHands-onWeek 6
6.2Confidence & uncertaintyCommunicate uncertainty honestlyLessonWeek 6
Project: Analyze a real dataset
BUILD_BRIEF
Find a surprising, defensible insight.
Rewards
XP_AND_BADGES
XP allocation50 each unit, 100 project/week = 400 XP
Badge unlockAnalyst