DM4032
Datamining
Course Materials
Grading:
Projects/Programming Assignments: Quizzes, Class Participation and Attendance:
Midterms: Midterm Date: Final:
Text Books:
1- Data Mining Concepts and Techniques Han, Jiawei Han, Micheline Kamber and Jian Pei, 2012.
2- Matrix Methods in Data Mining and Pattern Recognition, Lars Eld´en, 2007.
3- A Programmer’s Guide to Data Mining, Ron Zacharski.
- Course Outlines
Libraris:
Numpy: Numpy.pdf
Pandas: Pandas.pdf
Introduction:
Regression: Regression
Classification: Classification, Naive_Bayes
Performance Metrics: Metrics
Recommendation System: http://guidetodatamining.com/
Final Project
Course Information
Lecture Notes
