About this course
Explore the unsupervised machine learning approach known as association rules, as well as a step-by-step guide on how to use the approach for market basket analysis in Python.
Association rule mining
1m 16sWhat you should know
1m 13sUsing the exercise files
1m 36sUsing GitHub Codespaces with this course
6m 1sWhat are association rules?
4m 59sFrequent itemset generation
7m 48sThe Apriori algorithm
5m 23sThe FP-Growth algorithm
8m 22sEvaluating association rules
8m 57sWhy and when to use association rules
2m 52sHow to collect data for association rule mining
7m 28sHow to generate frequent itemsets
8m 41sHow to create association rules
10m 15sHow to evaluate association rules
10mNext steps
2m 13s