CURRICULUM // AI.201 // WEEKS_6-7
Weeks 6-7 · AI Made Simple
Natural Language Processing (NLP)
Units
MODULE_BREAKDOWN
UnitTopicFormatTime
6.1-6.2Text preprocessing (tokenization, stemming)Understand text as dataLesson + demoWeek 6
6.3-6.4Sentiment analysisClassify text emotionInteractive tool + codeWeek 6
7.1-7.2Text classification (spam detection)Train model to classify emailsLesson + buildWeek 7
7.3Named entity recognition (NER) basicsExtract entities from textInteractive demoWeek 7
Project: Build sentiment analyzer for social media
BUILD_BRIEF
Analyze tweets/reviews for positive/negative sentiment.
Rewards
XP_AND_BADGES
XP allocation50 each unit, 100 project/week = 500 XP/week
Badge unlockNLP Specialist