CURRICULUM // AI.203 // WEEKS_1-2
Weeks 1-2 · Data Storytelling
Data Fundamentals
Units
MODULE_BREAKDOWN
UnitTopicFormatTime
1.1Loading & exploring data (pandas)Load CSV, inspect a DataFrameLesson + notebookWeek 1
1.2Indexing, filtering & groupingSlice and aggregate dataInteractive lessonWeek 1
2.1Data cleaning & missing valuesHandle nulls and outliersHands-onWeek 2
2.2Reshaping & merging datasetsJoin two tablesGuided walkthroughWeek 2
Project: Clean a messy real dataset
BUILD_BRIEF
Take a raw dataset to analysis-ready form.
Rewards
XP_AND_BADGES
XP allocation50 each unit, 100 project/week = 400 XP
Badge unlockData Wrangler