Never stop talking " STOP the Gaza Genocide "
  • Lesson.No : 01
  • 00:10:41

  • #1 Introduction To Data Mining, Types Of Data DM

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Course Lessons

  1. 1- #1 Introduction To Data Mining, Types Of Data DM
  2. 2- #2 Data Mining Functionalities DM
  3. 3- #3 Interestingness Of Patterns - What are Interesting Patterns DM
  4. 4- #4 Classification Of Data Mining Systems DM
  5. 5- #5 Data Mining Task Primitives DM
  6. 6- #6 Integration Of Data Mining System with A Database or Data Warehouse DM
  7. 7- #7 Major Issues In Data Mining DM
  8. 8- #8 Data Preprocessing In Data Mining - 4 Steps DM
  9. 9- #9 Frequent Patterns - Example, Market Basket Analysis DM
  10. 10- #10 Mining Methods - APRIORI algorithm with Example DM
  11. 11- #11 Mining Methods - FP Growth algorithm with Example DM
  12. 12- #12 Mining Various Kinds Of Association Rules DM
  13. 13- #13 Correlation Analysis - Pearson's Correlation Coefficient DM
  14. 14- #14 Constraint Based Association Mining DM
  15. 15- #15 Graph Pattern Mining in Data Mining DM
  16. 16- #16 Sequential Pattern Mining ( SPM ) DM
  17. 17- #17 Classification & Prediction - Example, Steps DM
  18. 18- #18 Decision Tree Induction - with Example DM
  19. 19- #19 Bayesian Classification - Bayes Theorem, Naive Bayes Classifier DM
  20. 20- #20 Rule Based Classifier with Example DM
  21. 21- #21 Lazy Learners In Data Mining - KNN Algorithm DM
  22. 22- #22 Cluster Analysis - Properties, Categories Of Methods DM
  23. 23- #23 Types Of Data In Cluster Analysis DM
  24. 24- #24 Partitioning Clustering - K Means Algorithm DM
  25. 25- #25 Hierarchical Clustering - Agglomerative & Divisive Algorithm DM
  26. 26- #26 Density Based Clustering - DBSCAN Algorithm DM
  27. 27- #27 Grid Based Clustering - STING Algorithm DM
  28. 28- 28 Outlier Analysis, Types, Outlier Detection & Techniques DM