CSL603: Data Warehousing & Mining Lab Syllabus for CS 6th Sem 2018 Pattern Mumbai University

Data Warehousing & Mining Lab detailed syllabus scheme for Computer Engineering (CS), 2018 regulation has been taken from the University of Mumbai official website and presented for the Bachelor of Engineering students. For Course Code, Course Title, Test 1, Test 2, Avg, End Sem Exam, Team Work, Practical, Oral, Total, and other information, do visit full semester subjects post given below.

For all other Mumbai University Computer Engineering 6th Sem Syllabus 2018 Pattern, do visit CS 6th Sem 2018 Pattern Scheme. The detailed syllabus scheme for data warehousing & mining lab is as follows.

Data Warehousing & Mining Lab Syllabus for Computer Engineering TE 6th Sem 2018 Pattern Mumbai University

Lab Outcome:

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Suggested List of Experiments:

1. Build Data Warehouse/Data Mart for a given problem statement
   1. Identifying the source tables and populating sample data
   2. Design dimensional data model i.e. Star schema, Snowflake schema and Fact Constellation schema (if applicable)
2. To perform various OLAP operations such as slice, dice, drilldown, rollup, pivot
3. Implementation of Classification algorithm( Decision Tree/ Bayesian)
4. Implementation of Linear Regression.
5. Implementation of Clustering algorithm( K-means/ Agglomerative).
6. Implementation of Association Rule Mining algorithm(Apriori).
7. Perform data Pre-processing task and Demonstrate performing Classification, Clustering, Association algorithm on data sets using data mining tool (WEKA,R tool, XL Miner, etc)
8. Implementation of page rank algorithm.
9. Implementation of HITS algorithm.
10. Implementation of Spatial Clustering Algorithm- CLARANS Extensions

Term Work: Laboratory work will be based on above syllabus with minimum 08 experiments to be incorporated. Experiments (15) Marks Assignment (05. Marks Attendance (Theory + Practical. (05) Marks Total (25. Marks Oral & Practical exam will be based on the above and CSC603:Data Warehousing and Mining syllabus.

For detail syllabus of all other subjects of Computer Engineering (CS) 6th Sem 2018 regulation, visit CS 6th Sem Subjects syllabus for 2018 regulation.