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Free computer vision course

Computer Vision and Multimodal AI

Module 06

CNN Intuition and Transfer Learning

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

  1. Unit 06.00: CNN Intuition and Transfer Learning: Treat images as data with ethics and permission checks
  2. Unit 06.01: CNN Intuition and Transfer Learning: Prepare image files, arrays, labels, and preprocessing steps
  3. Unit 06.02: CNN Intuition and Transfer Learning: Build or inspect a small model or vision pipeline
  4. Unit 06.03: CNN Intuition and Transfer Learning: Review errors, bias, privacy, and dataset limits
  5. Unit 06.04: CNN Intuition and Transfer Learning: Write the model-card or vision-workflow note

Module work