Machine Learning with Python Association Rules

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01 - Introduction

01 - Association rule mining.mp4

01:16

02 - What you should know.mp4

01:13

03 - Using the exercise files.mp4

01:36

04 - Using GitHub Codespaces with this course.mp4

06:01

02 - 1. Association Rules

01 - What are association rules.mp4

04:59

02 - Frequent itemset generation.mp4

07:48

03 - The Apriori algorithm.mp4

05:23

04 - The FP-Growth algorithm.mp4

08:22

05 - Evaluating association rules.mp4

08:57

06 - Why and when to use association rules.mp4

02:52

03 - 2. Discovering Patterns with Association Rules

01 - How to collect data for association rule mining.mp4

07:28

02 - How to generate frequent itemsets.mp4

08:41

03 - How to create association rules.mp4

10:15

04 - How to evaluate association rules.mp4

10:00

04 - Conclusion

01 - Next steps.mp4

02:13

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