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 – 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 Structures & 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 – OS 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 – I/O Systems
12 – Protection & Security
|
Software Engineering
|
10%
|
1 – Introduction to Software Engineering
2 – Software Process Models
3 – Agile Development
4 – Requirements Engineering
5 – Project Management
6 – Software Design
7 – Software Architecture
8 – UI Design
9 – Implementation & Coding
10 – Software Testing
11 – Maintenance & Evolution
12 – Quality Assurance
13 – Metrics
14 – Configuration Management
15 – 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 – Responsive Design
6 – JavaScript Fundamentals
7 – Advanced JavaScript
8 – Frontend Frameworks
9 – Backend Development
10 – Server-Side Programming
11 – Web Databases
12 – Web Security
13 – Performance Optimization
14 – Testing & Debugging
15 – Deployment & Hosting
16 – Web APIs
17 – Modern Web Practices
|
AI / ML & Data Analytics
|
10%
|
1 – Introduction to AI/ML
2 – Mathematical Foundations
3 – Python for AI
4 – Data Pre-processing
5 – EDA
6 – Supervised Learning
7 – Ensemble Learning
8 – Unsupervised Learning
9 – Model Evaluation
10 – Feature Engineering
11 – Deep Learning Basics
12 – Advanced Deep Learning
13 – NLP
14 – Computer Vision
15 – Big Data Intro
16 – MLOps Basics
17 – AI Ethics
|
Cyber Security
|
5%
|
1 – Introduction to Cyber Security
2 – Security Principles
3 – Cryptography Basics
4 – Network Security
5 – OS Security
6 – Web Security
7 – Malware & Attacks
8 – Authentication
9 – Secure Development
10 – Wireless Security
11 – Cloud Security
12 – Digital Forensics
13 – Incident Response
14 – Monitoring
15 – Cyber Laws
16 – Trends
|
Databases
|
10%
|
1 – Introduction to DBMS
2 – Database Architecture
3 – Data Models
4 – Relational Concepts
5 – Relational Algebra
6 – SQL
7 – Advanced SQL
8 – Normalization
9 – Transactions
10 – Concurrency Control
11 – Recovery Management
12 – Indexing
13 – Query Optimization
14 – Security
15 – Distributed Databases
16 – NoSQL
17 – Data Warehousing
|
Problem Solving & Analytical Skills
|
20%
|
1 – Problem Understanding
2 – Analysis
3 – Logical Reasoning
4 – Algorithms & Flow Control
5 – Data Representation
6 – Pattern Recognition
7 – Mathematical Reasoning
8 – Algorithmic Thinking
9 – Critical Thinking
10 – Debugging
11 – Efficiency Awareness
12 – Programming Problem Solving
13 – Data-driven Thinking
14 – Creativity
15 – Real-world Problems
16 – Communication Skills
|
