MCA Semester 4 Question Papers 2026 - Gurugram University (GU)

Soft Computing 2026 Question Paper (Paper ID: 331316) covers important topics related to intelligent computing techniques, fuzzy logic, neural networks, genetic algorithms, and computational intelligence. The question paper includes concepts such as Soft Computing Fundamentals, Fuzzy Sets, Fuzzy Logic Systems, Membership Functions, Artificial Neural Networks (ANN), Learning Algorithms, and Knowledge Representation. It also covers Genetic Algorithms, Evolutionary Computing, Optimization Techniques, Hybrid Intelligent Systems, and applications of soft computing in problem-solving and decision-making. Further, the paper emphasizes intelligent systems, uncertainty handling, pattern recognition, optimization, and computational approaches for solving complex real-world problems. The questions are designed to assess students' understanding of fuzzy logic, neural networks, genetic algorithms, and soft computing methodologies. The paper encourages analytical thinking and practical understanding of computational intelligence techniques for students preparing for university examinations. It is particularly useful for students pursuing MCA (NEP) – Fourth Semester where Soft Computing is included in the curriculum.

Data Science and Visualization Question Paper (Paper ID: 331317) covers important topics related to data science, data preprocessing, statistical analysis, data visualization, machine learning fundamentals, and analytical techniques. The question paper includes concepts such as Data Science Process, Data Collection, Data Cleaning, Data Transformation, Exploratory Data Analysis (EDA), Data Mining, Data Visualization Techniques, and Statistical Measures. It also covers data representation using charts, graphs, and visualization tools, along with methods for interpreting and analyzing datasets. Further, the paper emphasizes predictive analytics, classification, clustering, and the application of data-driven decision-making techniques. The questions are designed to assess students' understanding of data analysis methodologies, visualization concepts, statistical interpretation, and data science applications. The paper encourages analytical thinking and practical knowledge of extracting meaningful insights from data for students preparing for university examinations. It is particularly useful for students pursuing MCA (NEP) – Fourth Semester where Data Science and Visualization is included in the curriculum.

Full Stack Programming – II Question Paper (Paper ID: 331318) covers important topics related to modern web development, server-side programming, database connectivity, web services, application development frameworks, and full stack application design. The question paper includes concepts such as Server-Side Scripting, Web APIs, Database Integration, CRUD Operations, Routing, Authentication, Session Management, and Dynamic Web Applications. It also covers backend development concepts, client-server communication, RESTful services, middleware, and application deployment techniques. Further, the paper emphasizes full stack development practices, application architecture, data management, and integration between front-end and back-end components. The questions are designed to assess students' understanding of web application development, backend technologies, database operations, API development, and full stack programming concepts. The paper encourages both theoretical understanding and practical implementation skills in modern web development for students preparing for university examinations. It is particularly useful for students pursuing MCA (NEP) – Fourth Semester where Full Stack Programming – II is included in the curriculum.

Essentials of Writing Skills Question Paper (Paper ID: 331379) covers important topics related to written communication, professional writing, academic writing, language skills, and effective expression of ideas. The question paper includes concepts such as Paragraph Writing, Essay Writing, Report Writing, Formal and Informal Communication, Summarization, Precis Writing, and Editing Skills. It also covers grammar, vocabulary enhancement, sentence construction, coherence, clarity, and effective presentation of written content. Further, the paper emphasizes communication techniques, writing strategies, document preparation, and professional correspondence. The questions are designed to assess students' understanding of writing principles, communication effectiveness, language proficiency, and practical writing applications. The paper encourages the development of clear, concise, and professional writing skills for students preparing for university examinations. It is particularly useful for students pursuing MCA, M.Sc. (Computer Science), and M.A. (Psychology) – Fourth Semester where Essentials of Writing Skills is included in the curriculum.

Vulnerabilities of Contemporary Indian Society Question Paper (Paper ID: 331380) covers important topics related to social issues, inequality, vulnerable groups, social justice, human rights, and contemporary challenges in Indian society. The question paper includes concepts such as Social Vulnerability, Marginalized Communities, Gender Issues, Caste-Based Discrimination, Poverty, Unemployment, Social Exclusion, and Human Rights. It also covers issues related to women, children, elderly people, differently-abled individuals, and disadvantaged sections of society. Further, the paper emphasizes social awareness, inclusive development, community participation, social welfare measures, and the role of government and society in addressing contemporary social challenges. The questions are designed to assess students' understanding of social vulnerabilities, societal transformations, public policies, and measures for achieving social justice and equality. The paper encourages critical thinking and awareness of contemporary issues affecting Indian society for students preparing for university examinations. It is particularly useful for students pursuing MCA, M.Sc. (Computer Science), and M.A. (Psychology) – Fourth Semester where Vulnerabilities of Contemporary Indian Society is included in the curriculum.