BS (Applied Computing)
The Department of Applied Computing blends theory and practice to prepare students for a technology-driven world, offering expertise in computation, advanced tools, and real-world applications. The department’s areas of research and expertise include:
- Theory: Computational thinking, data structures and algorithms, applied mathematics, and computing methodologies.
- Software: Development of cutting-edge software tools, programming frameworks, and platforms for diverse industries.
- Application: Data science, artificial intelligence projects, real-world system development, and large-scale computing solutions.
Transforming students into industry leaders, the BS in Applied Computing program delivers an exceptional, professionally directed learning experience, equipping students with the skills and knowledge necessary to excel in various domains of computing. We foster innovation, critical thinking, and ethical practices, preparing graduates for diverse career opportunities in the software industry, academia, entrepreneurship, and technical fields. Aligned with the university’s vision and mission, our program emphasizes technical proficiency, hands-on learning, interdisciplinary collaboration, and societal contributions, developing well-rounded professionals who drive technological advancements and societal progress.
Learning Outcomes
- An ability to apply knowledge of mathematics, computing, and applied sciences to solve real-world problems.
- An ability to identify, formulate, and analyze complex problems using principles of applied computing and related disciplines.
- An ability to design solutions, systems, or processes that address specified needs while considering societal, cultural, and environmental factors.
- An ability to investigate complex computing problems through research, data analysis, and synthesis to draw meaningful conclusions.
- An ability to utilize modern computing tools, technologies, and methodologies, including modeling and simulations, to address challenges with an understanding of their limitations.
- An ability to assess societal, health, safety, legal, and cultural issues in computing solutions while adhering to professional responsibilities.
- An understanding of the societal and environmental impact of computing solutions and the importance of sustainable development.
- A commitment to ethical principles and professional integrity in computing practices.
- An ability to work effectively, both independently and as part of diverse, multidisciplinary teams.
- An ability to communicate effectively through written, oral, and visual presentations, ensuring clarity and precision.
- An understanding of management and leadership principles and their application to computing projects in multidisciplinary environments.
- An ability to recognize the need for and engage in lifelong learning to stay current with advancements in applied computing and technology.
Job Market
The BS (Applied Computing) program is well-connected to the local industry and addresses the growing demand for professionals in applied computing. The program maintains strong industry links through an advisory board setup, ensuring relevance to market needs. Graduates find opportunities across various sectors, including IT, data analytics, healthcare, finance, and manufacturing industries.
Curriculum Course Requirements for Batches
Semester wise break-up of Credit Hours for BS (Applied Computing) for (Fall, 2024 and Spring 2025)
| Semester | Domain | Course Code | IU Semester-wise Course Plan | |
| Course Title | Credit Hrs | |||
| Semester I | General Education | GER151 | Applied Physics | 2 + 1 |
| General Education | GER111 | Application of Information & Communication Technologies | 2 + 1 | |
| General Education | GER131 | Calculus and Analytical Geometry | 3 + 0 | |
| General Education | GER121 | Functional English | 3 + 0 | |
| Computing Core | CMC111 | Programming Fundamentals | 3 + 1 | |
| General Education | GER141 | Islamic Studies | 2 + 0 | |
| Total Semester Credit Hours | (15 + 3) | |||
| Semester II | Computing Core | CMC121 | Digital Logic Design | 2 + 1 |
| General Education | GER142 | Ideology and Constitution of Pakistan | 2 + 0 | |
| Mathematics Supporting | MTE111 | Multivariate Calculus | 3 + 0 | |
| General Education | GER122 | Expository Writing | 3 + 0 | |
| Computing Core | CMC112 | Object Oriented Programming | 3 + 1 | |
| General Education | GER132 | Discrete Structures | 3 + 0 | |
| Total Semester Credit Hours | (16 + 2) | |||
| Semester III | Computing Core | CMC251 | Data Structures & Algorithms | 3 + 1 |
| Computing Core | CMC261 | Computer Networks | 2 + 1 | |
| Computing Core | CMC222 | Computer Organization & Assembly Language | 2 + 1 | |
| General Education | GER261 | Introduction to Management | 2 + 0 | |
| Mathematics Supporting | MTE221 | Technical & Business Writing | 3 + 0 | |
| Mathematics Supporting | MTE213 | Linear Algebra and Differential Equations | 3 + 0 | |
| Total Semester Credit Hours | (15 + 3) | |||
| Semester IV | Computing Core | CMC331 | Database Systems | 3 + 1 |
| Computing Core | CMC241 | Operating Systems | 2 + 1 | |
| Elective Supporting | GER261 | Introduction to Marketing | 3 + 0 | |
| Mathematics Supporting | MTE212 | Probability and Statistics | 3 + 0 | |
| Computing Core | CMC371 | Software Engineering | 3 + 0 | |
| Total Semester Credit Hours | (14 + 2) | |||
| Semester V | Computing Core | CMC252 | Analysis of Algorithms | 3 + 0 |
| Program Core | CSEXXX | Functional Programming | 3 + 0 | |
| Program Core | CSC382 | Human and Computer Interaction | 2 + 1 | |
| General Education | GER443 | Civics and Community Management | 2 + 0 | |
| Specialization Elective | CSEXXX | Specialization Elective I | 2 + 1 | |
| Computing Core | CSEXXX | Specialization Elective II | 2 + 1 | |
| Total Semester Credit Hours | (14 + 3) | |||
| Semester VI | Program Core | CMC442 | Parallel and Distributed Computing | 3 + 0 |
| Program Core | CSEXXX | Data Analysis and Visualization | 3 + 0 | |
| Computing Core | CMC381 | Artificial Intelligence | 2 + 1 | |
| Specialization Elective | CSCXXX | Specialization Elective III | 2 + 1 | |
| Specialization Elective | CSEXXX | Specialization Elective IV | 2 + 1 | |
| Specialization Elective | CSEXXX | Specialization Elective V | 2 + 1 | |
| Total Semester Credit Hours | (14 + 4) | |||
| Semester VII | Computing Core | CMC491 | Final Year Project – I | 0 + 2 |
| Computing Core | CMC362 | Information Security | 2 + 1 | |
| Program Core | AIC221 | Machine Learning | 3 + 0 | |
| Specialization Elective | CSEXXX | Specialization Elective VI | 2 + 1 | |
| Specialization Elective | CSEXXX | Specialization Elective VII | 2 + 1 | |
| General Education | GER462 | Entrepreneurship | 2 + 0 | |
| Total Semester Credit Hours | (11 + 5) | |||
| Semester VIII | Computing Core | CMC492 | Final Year Project – II | 0 + 4 |
| Specialization Elective | CSEXXX | Specialization Elective VIII | 2 + 1 | |
| General Education | GER463 | Professional Practices | 2 + 0 | |
| Program Core | CMC353 | Web Programming Languages | 2 + 1 | |
| Total Semester Credit Hours | (7 + 4) | |||
Total Credit Hours Completion: 136
- Functional English
- Calculus and Analytical Geometry
- Intro. to Computer Science and Programming
- Applied Physics
- Islamic Studies and Ethics
- Pakistan Studies
- Occupational Health and Safety
- Discrete Structures
- Computer Architecture and Logic Design
- Linear Algebra and Differential Equations
- Communication Skills
- Programming Fundamentals
- Data structure and Algorithm
- Database Management Systems
- Object Oriented Programming
- Software Engineering
- Probability and Statistics
- Complex Variables & Transforms
- Data Communications and Computer Networks
- Operating Systems
- Design and Analysis of Algorithms
- Cloud Computing
- Human Computer Interaction
- Embedded Systems
- Software Design and Architecture
- Technical English
- Numerical Analysis
- Engineering Elective-I
- Engineering Elective-II
- Entrepreneurship
- Sociology
- Software Construction and Development
- Software Quality Engineering
- Engineering Elective-III
- Engineering Elective-IV
- Information Security
- Engineering Economics
- Project Proposal (FYP-I)
- Engineering Elective-V
- Engineering Elective-VI
- Former Methods in Software Engineering
- Software Project Management
- Project Defense (FYP-II)
- E-Business + Lab
- Data Warehousing & Data Mining
- Visual Programming Languages
- Cryptography and Data Security
- Software Quality Assurance
- Mobile Application Development
- Machine Learning
- Software Re-Engineering
- Management Information Systems
- Agent Based Software Engineering
- Systems Programming
- Information Systems and Audit
- Software Evolution and Maintenance
- Enterprise Software Architecture
- Global Software Development
- Big Data Analytics
- Computer Graphics and Animation
- 3D Modeling and Game Development
- Visual Software Analytic
- Simulation and Modeling
- Embedded Systems
- Internet of Things
- Occupational Health and Safety
List of Specialization Electives in BS (Applied Computing) Program
| Sr. No. | Specialization Elective Course Title | Credit Hours |
|---|---|---|
| Stream 1. Edge Artificial Intelligence | ||
| 1 | Deep Learning | 3+0 |
| 2 | Natural Language Processing | 3+0 |
| 3 | Reinforcement Learning | 3+0 |
| 4 | Robotics and Intelligence Systems | 2+1 |
| 5 | Autonomous Systems | 3+0 |
| 6 | Pattern Recognition | 3+0 |
| 7 | Programming for Artificial Intelligence | 2+1 |
| 8 | Generative AI/ Certifications | 2+1 |
| 9 | Fuzzy Systems | 2+1 |
| 10 | Knowledge Based Systems | 2+1 |
| 11 | Swarm Intelligence | 2+1 |
| 12 | Artificial Neural Networks | 2+1 |
| 13 | Evolutionary Computing | 2+1 |
| 14 | Swarm Intelligence | 2+1 |
| 15 | Agent Based Modeling | 2+1 |
| 16 | Image Processing | 2+1 |
| 17 | Sensor Integration | 2+1 |
| 18 | Robotics Testing and Validation | 2+1 |
| 19 | Robotic Perception | 2+1 |
| 20 | Human-Robot Interaction/ Certifications | 2+1 |
| 21 | Robotics Software Development | 2+1 |
| 22 | Emerging Trends in AI/ Certifications | 2+1 |
| 23 | AI for Finance | 2+1 |
| 24 | Computational Intelligence | 2+1 |
| 25 | Multi Agent System | 2+1 |
| 26 | Information Retrieval | 3+0 |
| 27 | Computer Vision | 3+0 |
| Stream 2. Cyber Security | ||
| 1 | Cryptography | 3+0 |
| 2 | Vulnerability Assessment & Reverse Engineering | 2+1 |
| 3 | Digital Forensics/ Certification | 2+1 |
| 4 | Network Security/ Certifications | 2+1 |
| 5 | Ethical Hacking and System Defense/ Certifications | 2+1 |
| 6 | Cyber Security Governance and Risk Management | 3+0 |
| 7 | Secure Software Development | 3+0 |
| 8 | Malware Analysis | 2+1 |
| 9 | Quantum Security | 2+1 |
| 10 | Hardware Security | 2+1 |
| 11 | Embedded Systems Security | 2+1 |
| 12 | Cyber Security Laws & Regulations | 3+0 |
| 13 | Information Assurance | 3+0 |
| 14 | Penetration Testing | 2+1 |
| 15 | Cyber Warfare | 3+0 |
| 16 | Compliance and Auditing in Defense Systems | 2+1 |
| 17 | Automated Debugging | 2+1 |
| 18 | Blockchain Security | 2+1 |
| 19 | Cryptanalysis | 2+1 |
| 20 | Information Systems Auditing and Security | 2+1 |
| 21 | Cloud Security/ Certifications | 3+0 |
| 22 | Mobile Device Security | 3+0 |
| 23 | Cyber Threat Intelligence | 3+0 |
| 24 | IoT Security/ Certifications | 3+0 |
| Stream 3. Data Science | ||
| 1 | Data Mining and Knowledge Discovery | 2+1 |
| 2 | Big Data Analytics | 2+1 |
| 3 | Statistical Computing | 2+1 |
| 4 | Ethics in Data Science | 2+1 |
| 5 | Data Science | 3+0 |
| 6 | Optimization Techniques in Data Science | 2+1 |
| 7 | Business Process Analysis | 3+0 |
| 8 | Platform & Architecture for Data Science | 2+1 |
| 9 | Speech Processing | 2+1 |
| 10 | Privacy Preservation/ Certifications | 2+1 |
| 11 | Deep Learning | 2+1 |
| 12 | Cloud Computing/ Certifications | 2+1 |
| 13 | Text Mining | 2+1 |
| 14 | Data Warehousing & Business Intelligence | 3+0 |
| 15 | Model & Inference | 2+1 |
| 16 | Methods of Data Analysis | 3+0 |
| 17 | Stochastic Processes | 2+1 |
| 18 | Time Series Analysis & Forecasting | 3+0 |
| 19 | Health Informatics | 2+1 |
| 20 | Optimization Techniques in Data Science | 3+0 |
| 21 | Introduction to Econometrics | 3+0 |
| 22 | Machine Learning for Data Science | 3+0 |
| 23 | Data Visualization/ Certifications | 3+0 |
| 24 | Deep Learning for Data Science | 3+0 |
| 25 | Data Warehousing | 3+0 |
| Stream 4. Full Stack Software Engineering | ||
| 1 | Web Development | 2+1 |
| 2 | Mobile App Development/ Certifications | 2+1 |
| 3 | SEO in Web Analytics | 2+1 |
| 4 | Full Stack Development | 2+1 |
| 5 | UX Design | 2+1 |
| 6 | Agile Development and Governance | 2+1 |
| 7 | IOS Enterprise Development/ Certifications | 2+1 |
| 8 | Android Games Development | 2+1 |
| 9 | System Requirements and User Experience | 2+1 |
| 10 | Graphics Programming | 2+1 |
| 11 | 3D Graphics and Animation | 2+1 |
| 12 | Front-end Programming | 2+1 |
| 13 | Back-end Programming | 2+1 |
| 14 | Multitier Web Architectures | 2+1 |
| 15 | Database Design | 2+1 |
| 16 | Data Analytics | 2+1 |
| 17 | Computer Networks and Distributed Systems | 2+1 |
| 18 | System Administration | 2+1 |
| 19 | Database Design | 2+1 |
| 20 | ChatGPT for Professionals | 2+1 |
| 21 | Cloud Services for Web and Mobile Apps | 3+0 |
| 22 | DevOps for Web and Mobile Development/ Certifications | 3+0 |
| 23 | Data-Driven Web and Mobile Apps | 3+0 |
| Stream 5. Animation and Game Engineering | ||
| 1 | Game Development Fundamentals | 2+1 |
| 2 | 3D Modeling and Animation | 2+1 |
| 3 | Game Engine Development | 2+1 |
| 4 | Computer Graphics and Visual Effects | 2+1 |
| 5 | Game Programming Languages | 2+1 |
| 6 | Animation Principles and Techniques | 2+1 |
| 7 | Human Computer Interaction | 2+1 |
| 8 | Art for Games | 2+1 |
| 9 | Story Boarding and Previsualization | 2+1 |
| 10 | Video Games and Creative Writing | 2+1 |
| 11 | Multicore and GPU Programming | 2+1 |
| 12 | Blockchain Technologies | 2+1 |
| 13 | Metaverse and its Applications | 2+1 |
| 14 | Interactive Games and Audio | 2+1 |
| 15 | Design of AR and VR Applications | 2+1 |
| 16 | Regulations & Ethics in Gaming Industry | 2+1 |
| 17 | Web 3D Programming | 2+1 |
| 18 | Game Testing and Quality Assurance/ Certifications | 2+1 |
| 19 | Technopreneurship/ Certifications | 2+1 |
| 20 | Video Production Techniques | 2+1 |
| 21 | AI for Games | 3+0 |
| 22 | Sound Design for Games and Animation | 3+0 |
| 23 | Motion Capture Techniques | 3+0 |
| 24 | Emerging Technologies in Gaming and Animation | 3+0 |
| Stream 6. Digital Marketing & E Commerce | ||
| 1 | E-commerce Fundamentals | 3+0 |
| 2 | Online Marketing and Analytics/ Certifications | 3+0 |
| 3 | E-commerce Platform Development | 3+0 |
| 4 | E-commerce Entrepreneurship | 3+0 |
| 5 | E-commerce Law | 3+0 |
| 6 | E-commerce Analytics | 3+0 |
| 7 | Data mining and personalization in E-commerce | 3+0 |
| 8 | Digital Marketing Fundamentals | 3+0 |
| 9 | Social Media Marketing | 3+0 |
| 10 | Search Engine Optimization/certification course | 3+0 |
| 11 | Content Marketing Strategies | 3+0 |
| 12 | Search Engine Marketing | 3+0 |
| 13 | Customer Relationship Management (CRM) | 3+0 |
| 14 | Marketing Automation Tools and Techniques | 3+0 |
| 15 | E-commerce with Shopify & Affiliate Marketing | 3+0 |
| 16 | Cybersecurity in E-Commerce/ Certifications | 3+0 |
| 17 | Business Intelligence | 3+0 |
| 18 | Online Payment Systems | 3+0 |
| 19 | Web Analytics | 3+0 |
| 20 | Brand Management | 3+0 |
| 21 | E-commerce Strategy and Planning | 3+0 |
| 22 | E-commerce UX/UI Design | 3+0 |
| 23 | E-commerce Project Management | 3+0 |
| Stream 7. DevOps and Cloud Engineering | ||
| 1 | DevOps Fundamentals/ Certifications | 2+1 |
| 2 | Containerization and Orchestration | 2+1 |
| 3 | Continuous Integration and Continuous Deployment (CI/CD) | 2+1 |
| 4 | DevOps and Cloud Computing | 2+1 |
| 5 | Applied DevOps Engineering | 2+1 |
| 6 | Server-less Computing | 2+1 |
| 7 | Infrastructure as CODE | 2+1 |
| 8 | DevSecOps and Mobile Programming/ Certifications | 2+1 |
| 9 | Monitoring and Logging | 2+1 |
| 10 | Security in DevOps (DevSecOps)/ certification course | 2+1 |
| 11 | Version Control Systems | 2+1 |
| 12 | Automation in DevOps | 2+1 |
| 13 | Collaboration and Communication in DevOps | 2+1 |
| 14 | DevOps Project Management | 2+1 |
| 15 | Micro services Architecture | 2+1 |
| 16 | DevOps Toolchains and Pipelines | 2+1 |
| 17 | Configuration Management | 2+1 |
| 18 | Database Automation and Management | 2+1 |
| 19 | Performance Tuning and Optimization | 2+1 |
| 20 | Disaster Recovery and Business Continuity in DevOps | 2+1 |
| 21 | DevOps Metrics and KPIs | 2+1 |
| 22 | Quality Assurance in DevOps/ Certifications | 2+1 |
| 23 | Lean and Agile Practices in DevOps | 2+1 |
| 24 | Software Development Life Cycle (SDLC) and DevOps | 2+1 |
| 25 | Machine Learning Operations (LOps) | 2+1 |
| 26 | Cloud Computing Fundamentals/ Certifications | 2+1 |
| 27 | Advanced Cloud Computing | 2+1 |
| 28 | Cloud Security and Compliance | 2+1 |
| 29 | DevOps for Mobile Applications | 2+1 |
| 30 | Hybrid Cloud Environments | 2+1 |
| Stream 8. IoT & Networking | ||
| 1 | Basic of Computer Networks | 2+1 |
| 2 | Distributed Computing | 2+1 |
| 3 | Pervasive Computing | 3+0 |
| 4 | Cloud Based Networking / Certification Course | 2+1 |
| 5 | Wireless Network | 3+0 |
| 6 | Automatic Switching | 3+0 |
| 7 | IT Infrastructure | 3+0 |
| 8 | IT Audit and Security / Certification Course | 3+0 |
| 9 | Multi-Service Over IP Networks (VOIP) | 3+0 |
| 10 | WAN Infrastructure | 2+1 |
| 11 | LAN Switching Networks | 2+1 |
| 12 | WCDMA and Next Generation SDH Networks | 2+1 |
Department Vision and Mission
Vision
Our vision is to become a leader in applied computing innovation, advancing academic excellence and cutting-edge research to address real-world challenges and drive technological progress.
Mission
Transforming students into industry leaders, the BS in Applied Computing program delivers an exceptional, professionally directed learning experience, equipping students with the skills and knowledge necessary to excel in various domains of computing. We foster innovation, critical thinking, and ethical practices, preparing graduates for diverse career opportunities in the software industry, academia, entrepreneurship, and technical fields. Aligned with the university’s vision and mission, our program emphasizes technical proficiency, hands-on learning, interdisciplinary collaboration, and societal contributions, developing well-rounded professionals who drive technological advancements and societal progress.
Program Educational Objectives
The program has certain objectives, upon achievement of whom
the SE graduates of IU should be able
PEO-1
Establishing an in-depth understanding of theoretical concepts and industry best practices related to Applied Computing.
PEO-2
Enabling graduates to apply their comprehensive knowledge and skills in Applied Computing to address complex real-world problems, fostering innovative solutions and advancements in the field.
PEO-3
Fostering a quest for learning and engaging in continuous professional development in the field of Applied Computing through research and the adoption of professional practices.
PEO-4
Developing the ability to work in a multi-disciplinary and multicultural environment, incorporating soft skills and maintaining high ethical standards.
Admission & Duration of Program
Eligibility Criteria
The requirements for admission in a BS (Applied Computing) program is Intermediate in computer science / pre-engineering, / pre-medical / A-level or equivalent with at least 45% marks
Duration
The minimum duration for the completion of BS (Applied Computing) degree is 4 years. In addition, the maximum duration is 7 years.
Degree Completion Requirements
To become eligible for award of BS (Applied Computing) degree, a student must satisfy the following requirements:
- Must have studied and passed the prescribed courses, totaling at least 136 credit hours.
- Must have earned CGPA (Cumulative Grade Point Average) of at least 2.5 on a scale of 4.0.
Program Learning Outcomes
| PLO Attribute PLO Statement | PLO Statement | |
|---|---|---|
Mapping Between PEOs and PLOs
| PLOs | PEO-1 | PEO-2 | PEO-3 | PEO-4 |
|---|---|---|---|---|
Campuses Offering