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Topic
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Sub-Topic
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C Programming
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Variables & Data Types, IO Operations, Operators & Expressions, Control Flow statements, Functions, Array, Pointers, String Handling, Structures & Unions, Files Handling, Pre-Processor Directives, and Command Line Arguments.
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Object Oriented Programming
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Data Types, If / Else If / Else, Loops, Function, Switch Case, Pointer, Structure, Array, String, Function Overloading, Function Templates, SCOPE of Variable, Type Aliases (typedef / using), Unions, Enumerated Types (enum), Class, Constructors, Overloading Constructors, Member initialization in Constructors, Pointers to Classes, Overloading Operators, Keyword ‘this’, Static Members, Const Member Functions, Class Templates, Template Specialization, Namespace, Friendship (Friend Functions & Friend Classes), Inheritance, Polymorphism, Virtual Members, and Abstract Base Class.
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Unix
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Following commands and its different options: Is, ps, pwd, mv, cp, touch, cat, time, cal, bc, sort, diff, wc, comm, In, du, kill, sleep, chmod, chown, chgrp, top, nice, renice, cut, paste, grep, file, whereis, which, echo, env, PATH, CLASSPATH, find. vi editor, shell, wildcard, and shell script.
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Data Structure
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Searching, Sorting, Stack, Queue, Linked List, Tree, and Graph.
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Introduction of Computers
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Bus structure, Basic I / O, Subroutines, Interrupt, DMA, RAM, ROM, Pipeline, System Calls.
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Operating System
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Process, Thread, CPU Scheduling, Deadlock, Synchronization, Memory Management, Disk Management, and File Management.
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Computer Network
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Concepts of Networking, Application Areas, Classification, Reference Models, Transmission Environment & Technologies, Routing Algorithms, IP, UDP & TCP Protocols, IPv4 & IPv6, Reliable Data Transferring Methods, Application Protocols, Network Security, Management Systems, and Perspectives of Communication Networks.
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Database Management System
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Introductions to Databases, ER diagram, Relational Algebra, Relational Calculus, SQL, Normalization, Transactions, Indexing, and Query Optimization.
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Software Engineering
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Introduction to Software Engineering, A Generic View of Process, Process Models, Software Requirements, Requirements Engineering Process, System Models, Design Engineering, Testing Strategies, Product Metrics, Metrics for Process & Products, Risk management, and Quality Management.
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Machine Learning
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Classification, Decision Tree Learning, Artificial Neural Networks, Support Vector Machines, Bayesian Learning, Clustering, and Hidden Markov Models.
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