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Master Core Computer Science Topics
📘 Discrete Structures and Optimization
✔️ Set Theory
✔️ Logic & Propositional Calculus
✔️ Relations & Functions
✔️ Graph Theory
✔️ Boolean Algebra
✔️ Combinatorics
✔️ Optimization Techniques
✔️ Algorithms & Complexity
✔️ Pigeonhole Principle
📗 Computer System Architecture
✔️ CPU Organization
✔️ Memory Hierarchy
✔️ Data Representation
✔️ ALU & Control Unit
✔️ Instruction Set Architecture
✔️ Pipelining & Parallelism
✔️ I/O Systems
✔️ Interrupts & DMA
✔️ Cache Memory & Virtual Memory
📕 Programming Languages and Computer Graphics
✔️ Programming Paradigms (Imperative, Functional, Object-Oriented)
✔️ Data Types & Control Structures
✔️ Compilers & Interpreters
✔️ Algorithms & Sorting Techniques
✔️ Computer Graphics Basics
✔️ Transformation, Clipping & Projection
✔️ 2D & 3D Graphics
✔️ Rendering Techniques
✔️ Virtual Reality
📙 Database Management Systems
✔️ Database Models (Relational, Hierarchical, Network)
✔️ SQL Queries (Select, Join, Aggregate Functions)
✔️ Normalization & Schema Design
✔️ ER Model & Data Integrity
✔️ Indexing & Hashing
✔️ Transaction Management & Concurrency Control
✔️ Database Security
✔️ Data Warehousing & Big Data
📒 System Software and Operating System
✔️ System Software vs. Application Software
✔️ Operating System Functions
✔️ Process Management & Scheduling
✔️ Memory Management (Paging, Segmentation)
✔️ File Systems & I/O Management
✔️ Deadlock Prevention & Detection
✔️ Virtual Machines
✔️ Security & Protection Mechanisms
✔️ Network Operating Systems
📘 Software Engineering
✔️ Software Development Life Cycle (SDLC)
✔️ Requirements Engineering
✔️ Software Design (UML, Design Patterns)
✔️ Software Testing (Unit, Integration, System, Acceptance)
✔️ Software Project Management (Estimation, Scheduling, Costing)
✔️ Agile Methodologies (Scrum, Kanban)
✔️ Version Control (Git)
✔️ Maintenance & Documentation
✔️ Software Reliability & Quality
📗 Data Structures and Algorithms
✔️ Arrays, Linked Lists, Stacks & Queues
✔️ Trees (Binary, AVL, Red-Black)
✔️ Graphs (Representation, BFS, DFS)
✔️ Sorting Algorithms (QuickSort, MergeSort, BubbleSort)
✔️ Searching Algorithms (Binary Search, Linear Search)
✔️ Hashing & Hash Tables
✔️ Dynamic Programming
✔️ Greedy Algorithms
✔️ Divide & Conquer
✔️ Time & Space Complexity Analysis
📕 Theory of Computation and Compilers
✔️ Automata Theory (Finite Automata, Regular Expressions)
✔️ Context-Free Grammar & Pushdown Automata
✔️ Turing Machines & Computability
✔️ Complexity Theory (P, NP, NP-Complete)
✔️ Regular Languages & Context-Free Languages
✔️ Lexical Analysis & Tokenization
✔️ Syntax & Semantic Analysis
✔️ Parsing Techniques (Top-Down, Bottom-Up)
✔️ Compiler Phases (Lexical, Syntax, Semantic, Code Generation)
📙 Data Communication and Computer Networks
✔️ OSI & TCP/IP Models
✔️ Network Topologies & Protocols
✔️ Data Transmission (Analog, Digital, Modulation)
✔️ Error Detection & Correction
✔️ Routing & Switching Algorithms
✔️ Network Security (Cryptography, Firewalls, VPNs)
✔️ IP Addressing & Subnetting
✔️ Wireless & Mobile Networks
✔️ Internet & Web Technologies (HTTP, DNS, IP)
✔️ Network Devices (Router, Switch, Hub, Modem)
📒 Artificial Intelligence (AI)
✔️ Problem Solving & Search Algorithms
✔️ Machine Learning (Supervised, Unsupervised, Reinforcement)
✔️ Neural Networks & Deep Learning
✔️ Natural Language Processing (NLP)
✔️ Expert Systems & Knowledge Representation
✔️ Robotics & Perception
✔️ Evolutionary Algorithms (Genetic Algorithms)
✔️ Fuzzy Logic & Reasoning
✔️ AI Applications (Chatbots, Image Recognition, Speech Recognition)
✔️ Ethical Implications of AI
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