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Why and when to use association rules

with Frederick Nwanganga

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.



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Association rule mining

1m 16s
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What you should know

1m 13s
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Using the exercise files

1m 36s
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Using GitHub Codespaces with this course

6m 1s
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What are association rules?

4m 59s
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Frequent itemset generation

7m 48s
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The Apriori algorithm

5m 23s
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The FP-Growth algorithm

8m 22s
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Evaluating association rules

8m 57s
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Why and when to use association rules

2m 52s
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How to collect data for association rule mining

7m 28s
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How to generate frequent itemsets

8m 41s
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How to create association rules

10m 15s
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How to evaluate association rules

10m
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Next steps

2m 13s