Page 191 - AI Ver 3.0 class 10_Flipbook
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Task 21 st Century #Technology Literacy
#Media Literacy
Skills
Identify the model: Supervised or Unsupervised?
Case 1: Email Classification
A system is trained to classify emails as either "Spam" or "Not Spam" based on labelled
email data.
Case 2: Movie Recommendation System
An OTT streaming platform, groups users based on their viewing patterns and recommends movies without
predefined categories.
Case 3: Customer Segmentation
A retail company uses customer purchase histories to group customers into clusters based on buying behaviour,
with no predefined labels.
Case 4: Social media with tagged pictures
Social media platforms recognise your friend in a photo by analysing an album of tagged pictures.
Advanced Concepts of Modeling in AI 189

