STUPIDSID
Solve any one question from Q.1(a,b) & Q.2(a,b)
1(a)
Describe the role of Business Intelligence in making a business successfull.
5 M
1(b)
Explain process of Decision making Business Intelligence System.
5 M
2(a)
Explain various data visualization techniques in Decision Support System.
5 M
2(b)
What are the obstacles to Business Intelligence in an Organization?
5 M
Solve any one question from Q.3(a,b) & Q.4(a,b)
3(a)
Explain "Predictive Business Analytics" in detail.
5 M
3(b)
What is concept hierarchy? Explain its importance in multidimensional cube.
5 M
4(a)
Explain the distributed data warehouse architecture with suitable diagram.
5 M
4(b)
Explain " Fact constellaton schema" with suitable example.
5 M
Solve any one question from Q.5(a,b,c) & Q.6(a,b,c)
5(a)
What is the need of data pre-processing? Explain various data cleaning techniques.
5 M
5(b)
Explain the methods of measuring central tendency of data with example.
6 M
5(c)
What is data normalization in data pre-processing? Explain following data nomalization methods with example:
i) Min-Max normalization
ii) Z-score normalization
i) Min-Max normalization
ii) Z-score normalization
6 M
6(a)
What are outliers? Explain various types of outliers with suitable example.
6 M
6(b)
Explain clustering based methods of oulier detection with examples.
6 M
6(c)
What is OLAP'? Explain Roll-up and Slice operations with example.
5 M
Solve any one question from Q.7(a,b,c) & Q.8(a,b,c)
7(a)
Explain Business Intelligence Infrastructure with suitable diagram.
6 M
7(b)
Explain the need of Scalability in Business Intelligence infrastructure.
6 M
7(c)
What is business continuity? Explain various operations involved in it.
5 M
8(a)
What is Business Intelligence System? Explain various steps of designing It.
6 M
8(b)
Explain the concept and importance of maintaining Business Intelligence systems.
6 M
8(c)
What are the challenges involved in implementing BI infrastructure?
5 M
Solve any one question from Q.9(a,b,c) & Q.10(a,b)
9(a)
Explain the need and role of BI in improving various business functionalities.
6 M
9(b)
Write a short note on
i) Business Analytic
ii) CRM
i) Business Analytic
ii) CRM
6 M
9(c)
Explain the application of business intelligence for detection of intrusion in network system.
4 M
10(a)
Explain the application of Business Intelligence in banking.
8 M
10(b)
Consider the database of an online retail Shoppe like Big Bazar. Use suitable business intelligence techniques and derive discount s for various items in the shop, for a particular week, to increase the profitability. Explain the techniques used for the same.
8 M
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