domains explored
core skills
linked index
Applied Mathematics III
Laplace transforms, Fourier series, complex variables, statistical techniques, and probability theory.
Data structure
Stacks, queues, linked lists, trees, graphs, sorting/searching algorithms, and hashing.
Discrete structure and Graph Theory
Propositional and predicate logic, sets, relations, functions, algebraic structures, and graph theory.
Database Management system
Relational data models, SQL queries, normalization, transaction management, concurrency, and emerging databases.
Computer Organization and Architecture
Data representation, register organization, control unit design, memory hierarchy, and pipelining.
Applied Mathematics IV
Linear algebra, complex integration, probability distributions, hypothesis testing (ANOVA/Chi-square), and optimization.
Operating System
Process state models, scheduling, synchronization, deadlocks, memory virtualization, and I/O management.
Analysis of Algorithm
Divide & conquer, greedy methods, dynamic programming, backtracking, string matching, and complexity classes.
Critical Thinking and Design
Stages of cognitive development, intellectual standards, design thinking methodology, and prototype validation.
Statistical Foundation for Data Science
Linear algebra, probability/statistics, exploratory data analysis, optimization, and dimension reduction.
Theoretical Computer Science
Formal grammars, finite automata (DFA/NFA), pushdown automata (PDA), Turing machines, and decidability.
Software Engineering
Process models (Agile/Scrum), requirements engineering, COCOMO estimation, UML modeling, and testing strategies.
Computer Network
OSI/TCP-IP models, routing protocols (RIP/OSPF/BGP), transport layer flow control (TCP/UDP), and network security.
Ethical Hacking
Footprinting, network scanning (Nmap), system vulnerability exploitation, OWASP Top 10, and wireless security.
Data Analytics & Visualization
Time series forecasting (ARIMA), geospatial/text analytics, and building interactive dashboards (Power BI).
DevOps Lab
CI/CD automation (Jenkins/GitHub Actions), containerization (Docker/Kubernetes), and infrastructure as code (Ansible/Terraform).