CAS754

CAS754 DBMS AND DATA MINING LAB

 

Exercises to construct and query databases.

Exercises to implement Data mining algorithms using ENCOG and WEKA

 

  1. Execution of Data Definition Language
  2. Execution of Data Manipulation Language
  3. Querying the database tables using simple queries, nested queries, aggregate functions and joins
  4. Creation of Views
  5. Execution of PL/SQL programs – procedures, functions, and cursors
  6. Execution of triggers
  7. Applications involving finance management systems, vendor management systems etc.
  8. Implementation of Apriori algorithm to generate frequent Item Sets
  9. Implementation of the following clustering algorithms
    1. K-means
    2. K-medoids
  10. Implementation of Decision Tree Induction classification algorithm
  11. Performing data Preprocessing using WEKA
  12. Performing Discretization of data using WEKA
  13. Execution of Apriori algorithm using WEKA
  14. Execution of Classification algorithms using WEKA