MSc in Computer Science Syllabus & Subjects 2024

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Jun 25, 2024 14:28PM IST

MSc Computer Science syllabus includes a collection of computer and science-related subjects, including Science, Java, Computer Graphics, Computer Programming, Mini Projects, etc. The core subjects in this course include data management, computer theory, data logic, computer science theory, calculus, computer architecture, and artificial intelligence. On the other hand, the elective subjects are web services, mobile computing, information security, statistics and data analytics, data mining, data compression, soft computing, and distribution computing.


 

MSc Computer Science Syllabus and Subjects Overview

MSc Computer Science syllabus covers a wide range of computer and science-related subjects. The MSc Computer Science syllabus and subjects build on what students learned in the BSc Computer Science Course. The MSc Computer Science course is in high demand due to the industry's growing demand. MSc Computer Science syllabus is a collection of courses including Science, Java, Computer Graphics, Computer Programming, Mini Projects, and others. Computer Science is taught to students through theoretical, practical, and laboratory-based methods. The MSc Computer Science course syllabus is designed for students who want to learn about designing and developing computer software systems, solving computer problems, and other software-related issues. 

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MSc Computer Science course is one of the most fascinating disciplines and requires no introduction in any part of the world. MSc Computer Science courses have a wide range of applications because students can work in a variety of fields after completing a course in MSc Computer Science or a related field. Students can pursue an MSc in Computer Science after completing a BTech Computer Science or BE in Computer Science course. MSc Computer Science graduates can find employment in a variety of industries, such as software companies, research organisations, schools, universities, computer learning centres, and so on. Students pursuing an MSc in Computer Science can also work independently to create software that benefits society and the nation.

To be eligible for the MSc Computer Science admission, candidates must have a Bachelor's degree in Computer Science from a recognised university with a minimum aggregate of 50 - 60%.  Following the degree, candidates can pursue MSc in Computer Science jobs such as a Networking Master, Software Developer and Tester, Web Developer, Cryptography, and so on. Furthermore, graduates can expect MSc in Computer Science salary between INR 6 and 12 LPA.

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MSc in Computer Science Course Details

The course highlights of the MSc Computer Science degree are outlined below.

Level of DegreePostgraduate
Course Duration2 Years
Eligibility CriteriaBSc degree holders or equivalent in relevant subjects from any recognised university with a minimum aggregate of 50 - 60% 
Admission ProcessMSc Computer Science admissions are granted based on both entrance exam and merit list
Top Entrance Exams
Average Course FeeINR 30K - INR 3.50 LPA
Average Starting Salary OfferedINR 12 LPA approximately
Employment RolesData Scientist, Software Engineer, Technical Artist, Project manager, etc.
Best Recruitment CompaniesTCS, HCL, Infosys, Amazon, Wipro, Oracle etc.

Also Read: Part Time Language Courses at DU

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MSc Computer Science Year Wise Syllabus

MSc Computer Science Syllabus is divided semester-wise and there are a total of 4 semesters for the MSc Computer Science course curriculum. MSc Computer Science course syllabus topics include Discrete Mathematics, Design learning, Computer System Verification,  Analysis of Algorithms, Computer Programming Languages, Programming Laboratory, Theory of Computation, Mathematical Logic, etc. The MSc Computer Science course curriculum has been divided into four different parts such as, Core, Elective, Foundation, and Projects. MSc Computer Science Year wise is mentioned below in the table.


MSc Computer Science First Year Syllabus

Candidates can look over the First Year MSc Computer Science Syllabus, which includes Semesters 1 and 2. The first-year subject for the MSc Computer Science course is listed below.

Semester 1Semester 2
Language StructureAdvanced Programming Language
System SoftwareComputer Organization and Architecture
Design and Analysis of AlgorithmsData Structures using C
Language StructureMicroprocessor and Applications
Computer networksVisual and Dot (NET)Programming
Operating System laboratory C++ Programming Laboratory 

MSc Computer Science Second Year Syllabus

Candidates can look over the second year MSc Computer Science syllabus, which includes Semesters 3 and 4. The subject matter for the MSc Computer Science course in the second year is listed below.

Semester 3Semester 4
Advanced Computer ApplicationsOperating System
Computer GraphicsIntroduction to Artificial Intelligence
Data NetworkingJava Programming
System Analysis and DesignJava Laboratory
Elective 1Elective 2
Mini ProjectProject work
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MSc Computer Science Subjects

MSc Computer Science subjects are the main part of the course curriculum. MSc Computer Science course subject enhances the course knowledge of the students and helps them in gaining  the proper understanding of the course which is very beneficial for them to  pursue higher degrees such as MPhil or PhD and also in getting a good job with decent salary.

MSc Computer Science subjects include core and elective subjects and the topics comprises algorithms, computer architecture and  graphics, data management and networking, system software, language structure, etc. in the MSc Computer Science course curriculum. The students can check the list of core and elective subjects mentioned below.

MSc Computer Science Core Subjects

Listed below are the core subjects of MSc Computer Science.

  • Data Management
  • Computer Theory
  • Computer Science Theory
  • Data Logic
  • Computer Architecture
  • Artificial Intelligence
  • Calculus

MSc Computer Science Elective Subjects

Listed below are the elective subjects of MSc Computer Science.

  • Web Services
  • Mobile Computing
  • Distribution Computing
  • Information Security
  • Soft Computing
  • Statistics and Data Analytics
  • Data Mining
  • Data Compression

MSc Computer Science Common Subjects

 MSc Computer Science course syllabus varies from college to college but there are few MSc Computer Science subjects that are being taught by almost all the universities/colleges. Certain topics are common in the MSc Computer Science course curriculum. Listed below are the major subjects covered in  MSc computer science syllabus. The candidates can check the MSc Computer Science  common subjects mentioned below in the table:

Theory of ComputationProgramming LanguagesDiscrete Mathematics
Distributed SystemsBasic Programming LaboratoryDesign and Analysis of Algorithms
Mathematical LogicComputer Systems VerificationComplexity Theory
Operations ResearchData Mining and Machine LearningCryptography and Computer Security
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MSc Computer Science Specializations

Listed below are the  MSc Computer Science Specialization that the students can choose in their Posts graduation.

Software Engineering Artificial Intelligence 
Web Computing Cyber Security
Application Development Enterprise System Design
Database Systems Cloud Computing 
Computer Architecture -
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Detailed Syllabus of MSc Computer Science

Students willing to do an MSc Computer Science Course must know about the MSc Computer Science syllabus in detail so that they can be sure of doing this course. They must look for their interest area and finalize the reasons for doing MSc Computer Science. One can check the detailed MSc Computer Science syllabus course wise as mentioned below for their kind reference. 

Machine Learning 

Machine Learning is the most important and interesting course in the list of MSc Computer Science syllabus. Machine learning is the need of the hour as this course is related to the idea of Artificial Intelligence. Right from the apps that we use on a daily basis to the smartphones that we use, the role of artificial intelligence is everywhere. 

Machine learning has made the job of the researcher hundred times easier as compared to the past. Every electronic device whether it is machines, tools, toys, softwares, etc. are being developed with the help of artificial intelligence and machine learning. Artificial Intelligence makes the systems function smoothly by making things available to us in a more customized way. Machine learning helps in detecting data from the past and make things easier and as per the requirements of the user. 

Cryptography

The use of codes to secure information and all other types of communication through special techniques is called Cryptography. The codes developed ensure that the information will be received, understood, and processed by only those individuals for whom the information is intended to be disseminated.  

Cryptography helps in preventing unauthorized access to information by anyone. This subject specially deals with data security and interpretations of the data. Cryptography is a specialized art and it involves use of mathematical operations and data analysis.

Data Networking

Data networking is the sharing of information between different interconnected machines in any organization. It can also be defined as different machines and computerized peripherals such as printers that are connected in a computer network.

Data networking is very significant in all those organizations where sharing of information is necessary between two or more operated systems. The IT industry and educational institutions use data networking to a large extent.

System Software

Software programming is the heart and brain among all other courses available for pursuing MSc Computer Science course. Software is developed by experts in their respective area and there are different types of programming that are needed to run different types of software. Different applications and equipment require different types of software programming to run. Computer Operating System (OS) is a popular case of software programming.

Computer Graphics 

Computer graphics is a specialized subject that deals with the art of drawing graphics, images, pictures, lines, etc. with the help of computers and its programmed software.  Computer graphics are nothing but images drawn with the help of pixels. Pixel is the smallest graphical picture or unit that appears on the computer screen.  There are two basic kinds of computer designs. This subject specializes in graphic designing and illustrations of various computer-based programs.

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MSc Computer Science Important Books

Reference books are key to success for doing well in any examination. The students must refer to reference books for quickly searching topics. Students appearing for any regular or competitive examination will require the help of reference books in order to study. Students must prepare well by designing their strategy and following the right books to perform well in the competitive era. Students who prepare for the entrance exam require reference books for the thorough study of the subject.  

To score good marks in the entrance exam the students need to read each and every topic properly according to the course curriculum. So, students must be aware of the list of important books for MSc Computer Science. Listed below are MSc Computer Science important books along with their authors.

Books Authors
Computer Networking:A Top-Down Approach Kurose James F. and Ross Keith W
Fundamentals of Database SystemElmasri Ramez and Navathe Shamkant
Core Java: An Integrated Approach, New: Includes All Versions up to Java 8 R. Nageswara Rao and DT Editorial Services
C in DepthDeepali Srivastava and S. K. Srivastava
Mcqs In Computer ScienceWilliams
The Soul of a New MachineTracy Kidder
Computer FundamentalsP. K. Sinha
Theory of Computer Science: Automata, Languages, and ComputationMishra K.L.P
Hackers: Heroes of the Computer RevolutionSteven Levy
Code: The Hidden Language of Computer Hardware and SoftwareCharles Petzold
The Chip: How Two Americans Invented the Microchip and Launched a RevolutionT.R. Reid
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MSc Computer Science Entrance Exam Syllabus

The following is the MSc Computer Science Entrance Exam Syllabus.

TopicsSubjects
Computer Organization and ArchitectureThe addressing modes and machine instructions. Control unit, data path, and ALU. Instructions for the Pipeline. Memory Hierarchy: I/O interface (interrupt and DMA mode); cache, main memory, and secondary storage.
Mathematical Foundations for Computer ScienceThe elements of logic are proposition, logical operators, truth tables, and normal forms. Graph Theory: Fundamental ideas the shortest path problem, binary trees, trees, and the matrix representation of graphs.
Data Structures and Algorithms:The representation and manipulation of trees, graphs, linked lists, stacks, queues, priority queues, circular queues, and trees.
Database Management SystemsRelational database structure: keys, database schema, and structure. Overview of the SQL Query, Language, SQL Data Definition, Basic Query Structure, Aggregate Set Operations, Functions, Nested Subqueries, E-R Model: Synopsis of the Process of Design Normal forms, relational schemas, reduction, and the entity-relationship model - Functional Dependency-Based Decomposition - Multi-value Dependency-Based Decomposition - Additional Normal Forms.
Operating SystemsOverview of Operating Systems: Multiple Tasking, Multiple Processing, and Multiple Programming. threads, concurrency, synchronisation, and inter process communication. Avoiding Deadlocks through Prevention-Detection. scheduling of the CPU and disc. Paging, segmentation, and virtual memory are methods of managing memory. File organisation.
Computer NetworksNetwork Types, Models, and Data Communications—TCP/IP Protocol Suite the Physical Layer, Multiplexing, Spread Spectrum, Guided and Unguided Media Transmission, Circuit Switched Network-Packet Switching are all part of the OSI Model.
Programming LogicProcesses and procedures: call by value, call by reference; expressions and statements: data-type handling and various constructs (conditional, loop, functions) recursions.
Aptitude and ReasoningGain and Loss, Average, percentage, and Issues with H.C.F. and L.C.M. Series, Odd Man Out, Time and Work, Time and Distance, Issues related to age, proportion and ratio, and simple and compound interest. Verbal Inference, Number Sequences, Symbol and Letter Sequences, Argument and Statement, and Assumption and Statement

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MSc Computer Science admissions are done through entrance and merit basis. There are various universities that grant admission through the entrance examinations. The selection of the students are done on the basis of scores obtained in the exams. The candidates must be aware that some of the National level entrance exams for admission into MSc CS are CUET PG, BITSAT, etc.

Entrance ExamSyllabus
CUET PG (Central Universities Entrance Test) Syllabus of CUET
BITSAT (Birla Institute of Technology and Science)Syllabus of BITSAT
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MSc Computer Science Teaching Methodology

MSc Computer Science teaching methodology and techniques include various methods such as PowerPoint presentations, classroom lectures, laboratory explanations, case studies and computer training.MSc Computer Science course also includes seminars and conferences to expose them for hands-on training. The students can check some of the popular teaching methodologies and techniques used in the course curriculum of the MSc Computer Science are mentioned below:
 

  • Designing cost-effective and straightforward experiments.
  • Guest Lectures, Seminars, and Workshop
  • Practical & Laboratory sessions
  • The emphasis of Practical Learning
  • Group Assignment and Discussion
  • Learning through Industrial Visit
  • Research & Development
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MSc Computer Science Projects

The students must note that MSc Computer Science subjects also offer a wide range of options for doing projects in different computer streams. The students can do ground-breaking research in the field of computer science. The students and researchers come to research institutes and do their PhD and carry out different research projects with the help of expertise of dedicated professionals. Some of the popular MSc Computer Science Projects areas are:

  • Graphical User Interface
  • Dependable and Autonomic
  • Web Semantic
  • Distributed and also Quantum Computing
  • Human-Computer Interaction
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MSc Computer Science Course Structure

MSc Computer Science course structure is divided according to the syllabus and course curriculum. MSc Computer Science course subjects are divided into core and elective categories. The MSc Computer Science course syllabus is divided into four semesters. The curriculum has been designed so that students learn the nuances of computer science from the beginning to the end. The course is designed in such a way that students receive both theoretical and practical exposure. The basic outline of the course structure is provided below. 

  • IV Semesters
  • Core and Elective subjects
  • Theory, Practical and Laboratory Classes
  • Mini-Projects
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MSc Computer Science Scope

MSc Computer science courses have a wide range of applications because the job market in computer-related fields is constantly expanding. Students can work and settle in India as well as abroad. Job opportunities are available in both the private and public sectors, as every organisation requires experts in the field of MSc Computer Science. The job may require a variety of specialisations, ranging from data science and computer languages to cybersecurity.

Also Read: MSc Courses and Job Opportunities

The MSc Computer science scope is limitless considering that technology and digitization are being adopted globally. Students can also work as teachers and professors in colleges and universities after pursuing PhD after MSc Computer Science course. The latest growth and advancement in technology has opened doors for the students of MSc Computer Science. The average salary and packages in this field ranges from INR 3 - 5 LPA with different specializations. 

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FAQs about MSc Computer Science Syllabus

What are some of the best books for MSc Computer Science?

MSc Computer Science course important books are as follows - data structure in depth, Fundamental of database system, introduction to algorithm, etc.

What is the scope of the MSc Computer Science course?

The candidates have various scope after doing MSc Computer Science course as they can do job or pursue higher studies like PhD or Mphil.

What are some of the MSc Computer Science Common subjects which are taught in almost all the colleges?

Some of the common subjects for MSc Computer Science are Theory of Computation, Basic Programming Laboratory, Design and Analysis of Algorithms, Computer Systems Verification, Mathematical Logic, etc

What is the course duration of MSc Computer Science?

The course duration of MSc Computer Science is two years.

How many semesters are there in MSc Computer Science?

There are a total of 4 semesters in the MSc Computer Science course.

What are the skills required in doing MSc Computer Science?

Skills required for doing MSc Computer Science are technical skill, software and hardware skills, communication skills, computer skills, numerical skill, patience, etc

Is MSc Computer Science a difficult course?

MSc Computer Science is neither easy nor very tough. The students who concentrate on MSc Computer Science syllabus and subject during the course tenure will definitely find the course easy and interesting.

Which is a better course for the students, MCA CS or MSc Computer Science?

MSC in computer science is good for the students who want to go in the teaching line and the MCA course is best for people who are interested in the software industry.

Does a MSc Computer Science course have a good scope in future?

MSc Computer Science course has a bright future as the demand is rising day by day due to the increase in technology.

What are the subjects in MSc Computer Science 1st year?

MSc Computer Science subject in the first year are mentioned below - Data Structures Mathematical Foundations of Computer Science Structured and Object Oriented Programming Operating Systems Computer Organization and Architecture C++ Programming Computer Graphics Design and Analysis of Algorithms Database Management System Computer Networks Visual and Dot Net (.NET) Programming Database Management and Case Tools Laboratory

What are the entrance examinations that are being taken for MSc Computer Science admission?

The entrance examinations for MSc Computer Science are CUET PG, JNUEE, BITSAT, DUET, etc.

What is the average placement package after pursuing an MSc Computer Science course?

The average placement package for BSc Program ranges from 10 lakhs-12lakhs per annum. But it may vary as per the industry standards.

Do the students get a chance to do an internship for the MSc Computer Science program?

Yes, in the MSc Computer Science course structure there is an internship program that is necessary for the students to gain experience and prepare them for industry.

What is the average MSc Computer Science program course fee?

The average course fee for the MSc Computer Science program differs from university to university. But, the MSc Computer Science average fee is 30K - 2 lakhs per annum.

What are the best MSc Computer Science colleges?

Some of the top colleges for MSc Computer Science are Hindu College(New Delhi), Amity University (Noida), University of Mumbai (IDOL), Loyola College (Chennai), Christ University (Bangalore), St Francis college (Hyderabad), St. Xavier's College (Kolkata), etc.
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