Business Intelligence And Analytics (BCDS051) - AKTU Question Paper 2024-25
B.Tech · Semester 5 · Free PDF Download
This is the official AKTU Business Intelligence And Analytics Previous Year Question Paper for B.Tech Semester 5, academic session 2024-25. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.
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Questions Asked in 2024-25
Business Intelligence And Analytics (BCDS051) — complete question paper · 70 marks · 3 Hours
- aDefine Business Intelligence (BI)?
- bName one common tool used for Business Intelligence
- cDefine data mining? Give example
- dWith example define “validation” in Business Intelligence
- eDifferentiate between data vali dation and data cleaning?
- fWhy is the analytics process important in BI?
- gDefine Business Activity Monitoring (BAM)?
- aDiscuss the history and evolut ion of Business Intelligence. Describe its origins, key milestones in its development?
- bExplain the architecture of a data mining system. Describe t he different stages involved in the data mining process?
- cDescribe the process of data transformation and its signific ance in preparing data for Business Intelligence and analytics?
- dExplain descriptive analytics in the context of Business Int elligence. Discuss how descriptive analytics uses historical data to summarize?
- eDescribe Complex Event Processing (CEP) and its role in Busi ness Intelligence?
- aExplain the importance of effective and timely decision-maki ng in Business Intelligence. How does BI enable organizations to make informed decisions in real-time?
- bDescribe the architectural re presentation of Business Intelligence?
- aDiscuss the functionalities a nd classifications of data mini ng. What are the key techniques used in data mining?
- bDefine data warehousing and e xplain its importance in the co ntext of Business Intelligence. Discuss the architecture of a data warehouse?
- aExplain techniques sampling, data selection, and Principal Comp onent Analysis (PCA). How do these methods help in reducing computati onal complexity while preserving the essential features of the data?
- bDescribe data discretization and its role in the data preparation process
- aDiscuss common techniques use d in predictive analytics?
- bExplain the importance of soci al media analytics in Business Intelligence?
- aExplain Business Activity Monitoring (BAM) and its role in B usiness Intelligence?
- bDefine Root Cause Analysis (R CA) and explain its significanc e in Business Intelligence.?
Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.
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