MU Question Banks for IT Semester 6 - AI&DS, DMBI, EHF and GREEN I.T. Summer exams 2025
- Ishita Raikar
- May 5
- 3 min read
MU Study Tip: Focus on Repeated Questions — MU Has Its Favorites!
Mumbai University has a pattern: it loves repeating questions, sometimes with barely any changes. Instead of cramming every single thing, go through the last 3–5 years of papers and highlight the questions that appear again and again — those are your gold.
IMPs for AI&DS
What are the different types of plans?
Define an intelligent agent. Describe the structure of an intelligent agent and its components.
Solve Resolution:
All people that are not poor and smart are happy.
Those people that read are not stupid.
John can read and it's wealthy.
Happy people have exciting lives.
Can anyone be found with an exciting life?
What is bidirectional search?
Write a note on Hill climbing. Explain an application of it.
Compare different search techniques based on their time complexities.
Differentiate Between Forward and Backward chaining
Compare Linear Regression Vs Logistics Regression with suitable diagrams and formulas.
Define propositional logic and explain how it is used in AI for representing knowledge.
Explain the evolution of Data Science from traditional statistics to its current form, highlighting key milestones and developments.
11,12 ......
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IMPS FOR DMBI :
What is Data mining? Explain the KDD process with a diagram.
Compare star schema, snowflake schema and fact constellation
Write a short note on support and confidence
How is data mining used in Business Intelligence? OR What is Business Intelligence (BI)?
What is an outlier? Describe methods used for outlier analysis.
Briefly explain Bagging and Boosting of classifiers OR Write the steps of Ada-boost algorithm
Give the overview of partition clustering methods.
Give the overview of partition....
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Heres a list of IMP topics for DBMS :-
Types of Attributes
Statistical Description of Data
Data Cleaning, Data Integration, Data Reduction
Normalization
Histogram analysis
Data visualization.
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IMPS FOR EHF
Compare active attacks vs Passive attacks.
Describe primary goals of ethical hacking in identifying and mitigating security vulnerabilities.
Explain the phases of incident response Methodology with a neat diagram OR Explain Incident Response Process and its methodology.
Explain various guidelines for digital forensic report writing along with its goals.
Discuss the importance of digital forensics in the context of cybercrime investigations.
Explain Volatile Data Collection from Windows system
Discuss the techniques of tracing an email message. OR Email Tracing- Internet Fraud
Identify and explain the challenges faced by forensic investigators in the field of computer forensics.
What are Challenges in network forensics? OR Tools used in network forensics
Define network forensics and explain its significance in cybersecurity.
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IMPS FOR GREEN IT
Explain the life cycle of a device or hardware in detail.
Describe energy-saving software techniques and their importance in reducing energy consumption in IT systems.
What is Life Cycle Assessment? Explain 4 stages of LCA.
What is sustainable software? Explain attributes of software sustainability
Explain different challenges of Data centres and associated energy
Explain how data centre facility infrastructure impacts energy efficiency
What are the various energy management techniques for a hard disk?
Explain the objective of green networking.
Explain the OCED framework for Green IT
What is Triple Bottom framework?
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PRIORITY MODULES FOR OS:-
P1 - Module No.1 | Introduction
P2 - Module No.2 | Software development and data centers
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