Describe the term Software Testing. How does Software Testing relate to software reliability? Differentiate between Functional testing and Non-functional testing. Also, Discuss the Testing frameworks for Python

Differentiate between the mutable and immutable data types. List all mutable and Immutable data types in Python and explain the functionality of each with suitable example code

How is Exception handling performed in Python? Discuss the Syntax errors, Semantic errors and Run time Errors in the context of Python and give a suitable example code for each.

Discuss the concept of overloading and overriding, with suitable code in Python.

Explain the usage of break, continue and pass statements in Python; support your explanation with a suitable example code for each.

What are lambda Functions? Write a program in Python to get the average of two numbers using lambda functions; also, write the program without using lambda functions.

Compare Python programming language with other programming languages viz. C, C++, Java

Define plagiarism and explain the types of plagiarism with suitable examples.

How does academic writing showcase critical thinking, systemic analysis and effective communications.

Discuss the main components of research paper which are used in presentation in Conferences/seminar.

What are arbitrary scales of measurement? Discuss some situations where these scales are used.

What are non-parametric methods of statistical analysis? What are the advantage and disadvantage.

What do you understand by a survey? Discuss differences between a census and survey.

What are the conference proceedings and how do they differ from journal articles?

Briefly explain various types of research approaches.

State whether the following statements are true or false and a Iso give the reason in support of your answer.

(i) A blueprint of research work is called research design.

(ii) The method of research involves in manipulating one variable to establish causation with another variable is known as Experimental research.

(iii) An example of qualitative research is Grounded theory research.

(iv) When researchers use designs that call for multiple groups, the most commonly employed test is F-test.

(v) The term "research methodology" refers to the theoretical paradigms for data collection, analysis and interpretation.

Propose measures to secure sensitive user data policies in an Android application.

Discuss three common performance bottlenecks in Android apps. Suggest strategies to profile and optimise application performance using Android Studio.

Describe the steps required to publish an Android application to the Google Play Store. Include considerations for setting up a monetisation strategy using in-app purchases.

Explain the differences between SQLite, Shared Preferences, and Room Database in Android. Provide a scenario where each storage option is the most appropriate.