I Data Warehouse and data mInIng Yufang Zhang Department of Computer Science Chongqing University Zhangyf@cqu.edu.cn
1 Data Warehouse and Data mining Yufang Zhang Department of Computer Science, Chongqing University zhangyf@cqu.edu.cn
Course structures ◆ coverage Database, i Data mining Intro, to data warehousing and mining Data mining: Principles and algorithms Independent study: only if you seriously plan to do your Ph. D /M.S. on data mining and try to demonstrate your ability text information systems, Web and bioinformatics
2 Course Structures Coverage: ◼ Database, ◼ Data mining Intro. to data warehousing and mining Data mining: Principles and algorithms Independent Study: only if you seriously plan to do your Ph.D./M.S. on data mining and try to demonstrate your ability ◼ text information systems, ◼ Web and bioinformatics
OBJECTIVE/DESCRIPTION o The course will introduce concepts and techniques of data mining and data warehousing, including concept principle architecture design implementation application of data warehousing and data mining 2 Some systems for data warehousing and/or data mining will also be introduced
3 OBJECTIVE/DESCRIPTION The course will introduce concepts and techniques of data mining and data warehousing, including ◼ concept ◼ principle ◼ architecture ◼ design ◼ implementation ◼ application of data warehousing and data mining. Some systems for data warehousing and/or data mining will also be introduced
Reference books Data Mining: Concepts and Techniques(3rd edition) Jiawei Han Micheline Kamber and Jian pei China machine press o Data Mining: Concepts and Techniques (2nd edition Jiawei Han and Micheline Kamber China machine press Data Mining: Concepts and Techniques a Jiawei Han and micheline Kamber Higher Education Press o Introduction to Data Mining Tan steinbach Kumar ■ Turing e Data mining: Introductory and Advanced Topics Margaret H. dunham 清华大学出版社
4 Reference Books Data Mining: Concepts and Techniques (3rd edition) ◼ Jiawei Han, Micheline Kamber and Jian Pei ◼ China Machine Press Data Mining: Concepts and Techniques (2nd edition) ◼ Jiawei Han and Micheline Kamber ◼ China Machine Press Data Mining: Concepts and Techniques ◼ Jiawei Han and Micheline Kamber ◼ Higher Education Press Introduction to Data Mining ◼ Tan, Steinbach, Kumar ◼ Turing Data mining: Introductory and Advanced Topics ◼ Margaret H. Dunham ◼ 清华大学出版社
Acknowledgements These teaching slides are cited from the text book and searched from internet Some cases are cited from blog of Professor Tang Changjie
5 Acknowledgements These teaching slides are cited from the text book and searched from Internet Some cases are cited from blog of Professor Tang Changjie