CURRICULUM // AI.201 // WEEK_5
Week 5 · AI Made Simple
Computer Vision Basics
Units
MODULE_BREAKDOWN
UnitTopicFormatTime
5.1How images work (pixels, channels, convolution)Understand image representationAnimated video15 min
5.2Convolutional neural networks (CNNs)Grasp CNN architectureWhiteboard explanation18 min
5.3Pre-trained models (transfer learning)Understand fine-tuning conceptInteractive lesson15 min
5.4Exercise: Classify images with pre-trained modelUse ImageNet model to classify photosHands-on40 min
5.5Computer vision in the real worldMedical imaging, autonomous vehiclesCase studies12 min
PROJECTBuild image classifier for specific objectsClassify your own photosGuided build50 min
Rewards
XP_AND_BADGES
XP allocation50 each, 100 project = 450 XP
Badge unlockVision Expert