Computer Networks
and Cloud Computing

10%

1 - Data Communication

2 - Computer Networks

3 - Data Link Layer

4 - Network Layer

5 Transport Layer

6 - Application Layer

7 - Wireless Networks

8 - Cloud Computing

9 - Network Security (Networks Perspective)

10 - Next Generation Networks

Programming
(C++/Java/Python)

10%

1. Programming Fundamentals

2. Data Types & Variables

3. Operators & Expressions

4. Control Structures

5. Functions / Methods,

6. Input / Output Handling.

7. Strings & Text Processing

8. Arrays & Collections

9. Object-Oriented Programming (OOP)

10. Memory Management Concepts

11. Exception & Error Handling

12. Modules, Packages & Libraries

13. Advanced Programming Concepts

14. Concurrency & Parallelism (Introductory)

15 Debugging, Testing & Optimization

16. Software Development Practices

Data Structures &
Algorithms

10%

1 - Foundations of Data Structure and Algorithms

2 - Linear Data Structures

3 - Non-Linear Data Structures

4 - Searching Algorithms

5 - Sorting Algorithms

6 - Hashing

7 - Tree Algorithms

8 - Graph Algorithms

9 - Algorithm Design Techniques

10 - Advanced Data Structures

11 - String Algorithms

12 - Complexity & Optimization

Operating Systems

5%

1. Introduction to Operating Systems

2. Operating System Structures

3. Process Management

4. CPU Scheduling

5. Thread Management

6. Concurrency & Synchronization

7. Deadlocks

8. Memory Management

9. File System Management

10. Secondary Storage Management

11. Input / Output Systems

12. Protection & Security

Software
Engineering

10%

1. Introduction to Software Engineering

2 Software Process Models

3. Agile Software Development

4. Software Requirements Engineering

5. Software Project Management

6. Software Design

7. Software Architecture

8. User Interface Design

9. Software Implementation & Coding

10. Software Testing

11. Software Maintenance & Evolution

12. Software Quality Assurance

13. Software Metrics & Measurement

14. Software Configuration Management

15. Software Risk Management

16. Software Security Engineering

Web Development

10%

1. Introduction to Web Development

2. Web Architecture & Protocols

3. HTML Fundamentals

4. CSS Fundamentals

5. Advanced CSS & Responsive Design

6. JavaScript Fundamentals

7. Advanced JavaScript

8. Frontend Frameworks & Libraries

9. Backend Development Fundamentals

10. Server-Side Programming

11. Databases for Web Applications

12. Web Security

13. Web Performance & Optimization

14. Web Testing & Debugging

15. Deployment & Hosting

16. Web APIs & Integration

17. Modern Web Development Practices

AI / Machine
Learning and Data
Analytics

10%

1. Introduction to AI, ML & Data Analytics

2. Mathematical Foundations

3. Python for AI & Data Analytics

4. Data Collection & Pre-processing

5. Exploratory Data Analysis (EDA)

6. Supervised Learning

7. Ensemble Learning

8. Unsupervised Learning

9. Model Evaluation & Validation

10. Feature Engineering & Selection

11. Deep Learning Fundamentals

12. Advanced Deep Learning

13. Natural Language Processing (NLP)

14. Computer Vision

15. Big Data Analytics (Introductory)

16. Model Deployment & MLOps Basics

17. AI Ethics, Security & Privacy

Cyber Security

5%

1. Introduction to Cyber Security

2. Security Fundamentals & Principles

3. Cryptography Basics

4. Network Security

5. Operating System Security

6. Web Application Security

7. Malware & Attack Techniques

8. Authentication & Access Control

9. Secure Software Development

10. Wireless & Mobile Security

11. Cloud & Virtualization Security

12. Digital Forensics

13. Incident Response & Management

14. Security Monitoring & Auditing

15. Cyber Laws & Ethics

16. Emerging Trends in Cyber Security

Databases

10%

1. Introduction to Database Systems

2. Database System Architecture

3. Data Models

4. Relational Database Concepts

5. Relational Algebra & Calculus

6. Structured Query Language (SQL)

7. Advanced SQL

8. Database Design & Normalization

9. Transaction Management

10. Concurrency Control

11. Recovery Management

12. Indexing & File Organization

13. Query Processing & Optimization

14. Database Security

15. Distributed Databases

16. NoSQL & Modern Databases

17. Data Warehousing & Data Mining (Introductory)

Problem Solving And
Analytical Skills

20%

1. Introduction to Problem Solving

2. Problem Understanding & Analysis

3. Logical Reasoning Fundamentals

4. Algorithms & Flow Control

5. Data Representation & Abstraction

6. Pattern Recognition & Generalization

7. Mathematical & Quantitative Reasoning

8. Algorithmic Thinking

9. Critical Thinking & Decision Making

10. Debugging & Error Analysis

11. Complexity & Efficiency Awareness

12. Problem Solving Using Programming

13. Data-Driven Problem Solving

14. Creative & Innovative Thinking

15. Real-World Problem Solving

16. Communication & Documentation of Solutions