DETAILS:

COURSE NAME: Databases & Data Mining – Lab
COURSE CODE: BIF488
CREDIT: 1
SEMESTER: 2
PROGRAM: MSc Bioinformatics

SYLLABUS

WEKA, Data processing in WEKA, Classification algorithms: decision tree classification, naive Bayesian classification, a brief introduction to other classifiers, Clustering algorithms: methods to cluster continuous data, methods to cluster categorical data, file processing in database environment, E-R models, SQL, Database administration

TEXT BOOKS

  1. ORACLE PL/SQL Programming – Scott Urman BPB Publications.
  2. Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems) -- by Jiawei Han, MichelineKamber;
  3. Insight into Data Mining – Theory and Practice - K.P.Soman, ShyamDiwakar, V.Ajay, PHI, 2006.
  4. Database Management Systems : Raghu Ramakrishnan
  5. Oracle 9i The Complete Reference – Kevin Loney, George Koch - Oracle Press