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  • Lesson.No : 11
  • 00:48:34

  • Data Mining Classification , Training and testing datasets & Desicion tree algorithm

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Course Lessons

  1. 1- Data Mining Introduction to the course
  2. 2- Data Mining What is data mining? KDD?
  3. 3- Data Mining Main functions in data mining
  4. 4- Data Mining Getting to know your data
  5. 5- Data Mining Boxplot, scatter plot and dictance
  6. 6- Data Mining Data preprocessing & Binning and smoothing
  7. 7- Data Mining Chi-square & Data normalization and descretization
  8. 8- Data Mining Association and correlation rules & Support and confidence
  9. 9- Data Mining Apriori algorithm & Maximal and closed itemsets
  10. 10- Data Mining FB tree algorithm & New measure
  11. 11- Data Mining Classification , Training and testing datasets & Desicion tree algorithm
  12. 12- Data Mining Bayesian, Rule-Based and Lazy algorithm's
  13. 13- Data Mining Evaluation of model & Confusion matrix
  14. 14- Data Mining End of the course