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association-rule-learning

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Market Basket Analysis What is it? Market Basket Analysis is a modelling technique based upon the theory that if you buy a certain group of items, you are more (or less) likely to buy another group of items. For example, if you are in an English pub and you buy a pint of beer and don't buy a bar meal, you are more likely to buy crisps (US. chips…

  • Updated Sep 8, 2020
  • Python

🚀 A hands-on AI/ML playground 🤖📊 — from NumPy, Pandas & Matplotlib basics to Supervised ML (Regression, Classification, SVM, Random Forest) and Unsupervised ML (Clustering, Dim. Reduction, Association Rules). Real-world projects 🛒📈 with rich visual outputs 🎨 — AI made practical.

  • Updated Jul 22, 2026
  • Python

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