CURRICULUM // AI.301 // WEEKS_2-3
Weeks 2-3 · Build Your First AI Project
Data Preparation & Exploration
Units
MODULE_BREAKDOWN
UnitTopicFormatTime
2.1Collect & clean dataDataset ready for trainingHands-onWeek 2
2.2Exploratory data analysisVisualizations, insightsJupyter notebookWeek 2
3.1Feature engineeringCreate features for modelHands-onWeek 3
3.2Train-test splitProperly split dataCodingWeek 3
Rewards
XP_AND_BADGES
XP allocation150 (data work) = 150 XP/week