M.Sc.(Computer Science) / MCS
Intake Capacity- 30
Two Year M.Sc. Degree Program in Computer Science
(Faculty of Science & Technology)
Choice Based Credit System
Preamble: This syllabus is the extension of the existing syllabus which is currently being taught to M.Sc. (Computer Science) of Savitribai Phule Pune University for the last few years, but modified to be placed within the credit based system to be implemented from the academic year 2019-2020. However, there are few changes incorporated in the existing syllabus. It is believed that the proposed changes as part of the credit based system will bring a qualitative change in the way M.Sc. (Computer Science) is taught, which will offer a more enriched learning experience. It aims to provide technology-oriented students with the knowledge and ability to develop creative solutions, and better understand the effects of future developments of computer systems and technology on people and society. The syllabus is about developing skills to learn new technology, grasping the concepts and issues behind its use and the use of computers.
| Sr. No. | Name | Education | Designation | Exprience | Photo |
|---|---|---|---|---|---|
| 1 | Prof. Kiran Chaudhari | MCS, MCM | Vice Principal | 31 Years |  |
| 2 | Prof. Swapnil More | M.Sc.(Comp. Sci.) NET, SET | HOD | 6 Years |  |
| 3 | Prof. Sanjay Chavan | M.Sc. (Statistics), Ph. D. (pursuing) | Assistant Professor | 23 Years |  |
| 4 | Prof. Mhetre Alka | M.Sc. (Comp. Sci.) | Assistant Professor | 17 Years |  |
| 5 | Prof. Alhat Shital | M.Sc. (Comp. Sci.) | Assistant Professor | 17 Years |  |
| 6 | Prof. Londhe Madhuri | M.Sc. (Comp. Sci.) | Assistant Professor | 17 Years |  |
| 7 | Prof. Waghulde Dipali | M.Sc. (Mathematics), SET, Ph. D. (pursuing) | Assistant Professor | 16 Years |  |
| 8 | Prof. Mayura Sawant | M.Sc. (Comp. Sci.) | Assistant Professor | 1 Year |  |
| 9 | Prof. Pooja Sandbhor | M.Sc. (Comp. Sci.) | Assistant Professor | 1 Year |  |
| 10 | Prof. Balghare Sonali | M.Sc. (Comp. Sci.) | Assistant Professor | 1 Year |  |
| 11 | Prof. Mhetre Priyanka | M.Sc. (Mathematics) | Assistant Professor | 5 Years |  |
| 12 | Prof. Ganpule Kirti | M.Sc. (Electronics) | Assistant Professor | 2 Years |  |
| 13 | Prof. Ugale Nikita | M.Sc. (Mathematics) | Assistant Professor | 1 Years |  |
| 14 | Prof. Pradnya Rokade | M.Sc. (Comp.Sci.) | Assistant Professor | 3 Years |  |
| 15 | Prof. Trupti Mahajan | M.Sc. (Comp.Sci.), NET | Assistant Professor | 2 Years |  |
| 16 | Prof. Fulpagar Kamini | M.Sc. (Electronics) | Assistant Professor | 6 Years |  |
SEM – III
| 1 | CSUT231 | Software Architecture and Design Patterns |
| 2 | CSUT232 | Machine Learning |
| 3 | CSUT233 | Web Frameworks |
| 4 | CSDT234C | Project |
| 5 | CSDP234C | Project related Assignments |
| 6 | CSUP235 | Practical on CSUT231, CSUT232 and CSUT233 |
SEM – IV
| 1 | CSUIT241 | Industrial Training /Institutional project |
| CS-501-MJ : Advanced Operating System | |
| CO1 | Understand the Operating Systems Structure with example of Unix/Linux |
| CO2 | Learn the structure of files and directory in UNIX/LINUX OS. |
| CO3 | Use various system calls related to file subsystem. |
| CO4 | Learn the process control subsystem structure in UNIX/LINUX OS |
| CO5 | Use various system calls related to process control subsystem |
| CO6 | Learn the concept of signal handling with practical implementation |
| CO7 | Understand the memory management policies of UNIX/LINUX OS |
| CS-502-MJ : Artificial Intelligence | |
| CO1 | Understand the fundamental concepts of Artificial Intelligence |
| CO2 | Identify and apply appropriate search strategies for AI problem. |
| CO3 | Identify knowledge and represent AI algorithms using various techniques. |
| CO4 | Implement ideas to design and develop AI solutions for complex challenges. |
| CO5 | Analyze the performance of AI models and interpret their results. |
| CO6 | Implement ideas underlying modern logical inference systems |
| CO7 | Understand recent trends and future scope of AI. |
| CS-503-MJ : Principles of Programming Language | |
| CO1 | Separate syntax from semantics |
| CO2 | Compare programming language designs |
| CO3 | Understand their strengths and weaknesses |
| CO4 | Learn new languages more quickly |
| CO5 | Understand basic language implementation techniques |
| CO6 | Learn small programs in different programming Languages |
| CS-510-MJ : Advance Databases and Web Technologies | |
| CO1 | Students will get knowledge of advance database technology |
| CO2 | Students will be able to choose appropriate database technology as per
application |
| CO3 | Students will learn to design responsive web application |
| CO4 | Students could design and implement scalable web application |
| CS-512-MJ : Cloud Computing | |
| CO1 | To understand the principles of cloud computing |
| CO2 | To understand the importance of virtualization and how it has helped the
development of cloud computing |
| CO3 | To understand the concept of cloud security. |
| CO4 | To design and deploy cloud infrastructure. |
| CO5 | To understand the concept of edge computing |
| CS-514-MJ : C# .NET Programming | |
| CO1 | Understand the features of Dot Net Framework along with the features of C# |
| CO2 | Interpret and Develop Interfaces for real-time applications. |
| CO3 | Design & implement Object Oriented Programming concepts like Inheritance
and Polymorphism in C# programming language. |
| CO4 | Design & Implement the application using multithreading & File handling |
| CO5 | Design and Implement Windows Application using Windows Forms & tools
application using Database in C# |
| CO6 | Design and Implement Custom Application Using Windows Form &
ADO.NET in C# |
| CS-531-RM : Research Methodology | |
| CO1 | Understand of the fundamental concepts of research, including the research
process, research questions, hypotheses, and variables. |
| CO2 | Conduct a comprehensive literature review to identify relevant studies,
synthesize existing knowledge, and identify research gaps. |
| CO3 | Identify research problems, formulate research questions, and design
appropriate methodologies to address these problems |
| CO4 | Identify and select appropriate research designs, such as experimental, observational, survey, qualitative, or mixed-methods, based on the research
objectives. |
| CO5 | Apply appropriate data analysis methods, including statistical techniques or
qualitative analysis, to draw meaningful conclusions from research data. |
| CO6 | Develop a well-structured research proposal, outlining research questions,
methodology, expected outcomes, and a rationale for the study. |
| CO7 | Communicate research findings effectively through written reports,
presentations, and academic papers. |
| CO8 | Gain an appreciation for the importance of research in contributing to the
advancement of knowledge in their field of study and broader society |
| CO9 | Understand the principles of research ethics and integrity and apply them in
their research. |
M.Sc. Computer Science I (Semester II)
| CS-551-MJ : Design and Analysis of Algorithms | |
| CO1 | Analyze worst-case running times of algorithms using asymptotic analysis. |
| CO2 | Compare between different data structures. Pick an appropriate data structure
for a design situation. |
| CO3 | Ability to design algorithms using standard paradigms like:Greedy, Divide and
Conquer, Dynamic Programming and Backtracking. |
| CO4 | Able to Explain the major graph algorithms and Employ graphs to model
engineering problems, when appropriate. |
| CO5 | Able to Compare between different data structures and pick an appropriate
data structure for a design situation. |
| CS-552-MJ : Mobile App Development Technologies | |
| CO1 | To provide students with a solid understanding of the mobile app
development, Android operating system, its architecture, components, and the software development kit (SDK). |
| CO2 | To teach students how to build Android applications from scratch, including
UI design, handling user interactions, and integrating various features. |
| CO3 | To learn about Android’s UI components, layouts, and design principles to
create visually appealing and user-friendly interfaces. |
| CO4 | To know various methods of data storage in Android applications, such as
using SQLite databases, shared preferences, and cloud-based solutions |
| CO5 | To empower students to independently design, develop, and deploy their
Android applications using advanced android tools |
| CO6 | To understand how to utilize built-in sensors and hardware components on Android devices, such as GPS, accelerometer, Bluetooth, WiFi, Media Player
and Camera, in their applications |
| CO7 | To Get knowledge of Phone Gap Programming |
| CS-553-MJ: Software Project Management | |
| CO1 | Learn the skills that are required to ensure successful medium and large scale
software projects. |
| CO2 | Examine Requirements Elicitation, Project Management, Verification
&Validation and Management of Large Software Engineering Projects. |
| CO3 | Get knowledge to select and apply project management techniques for process
modeling, planning, estimation, process metrics and risk management. |
| CO4 | Understand the concepts, skills, tools, and techniques of software project
management. |
| CS-560-MJ : Full Stack Development-I | |
| CO1 | Learn about the benefits of using MEAN stack and how to install and
configure it |
| CO2 | Learn advanced ES6 features in JavaScript and Typescript |
| CO3 | Learn about Angular architecture, components, directives, pipes, forms,
routing, and services. |
| CO4 | Learn about the event loop, asynchronous programming, modules, packages,
and streams. |
| CO5 | Learn about the MVC pattern, routing, HTTP requests and responses,
middleware, and error handling. |
| CO6 | Create a full-stack MEAN stack application and deploy it to a production/local
server. |
| CS-562-MJ : Web Services | |
| CO1 | Understand the web services and SOA |
| CO2 | Understand Web Services Architecture. |
| CO3 | Understand the working of SOAP and developing SOAP Web Services using
Java. |
| CO4 | To get acquainted with the details of web services technologies like WSDL,
UDDI. |
| CO5 | To understand the concept of RESTful services |
| CS-564-MJ : ASP .NET Programming | |
| CO1 | Understand the features of Dot Net Framework along with the features of ASP |
| CO2 | Interpret and Develop Interfaces for real-time applications. |
| CO3 | Design & implement Object Oriented Programming concepts like Inheritance
and Polymorphism in ASP programming language. |
| CO4 | Design & Implement the application using multithreading & File handling |
| CO5 | Design and Implement Windows Application using Windows Forms & tools
application using Database in ASP |
| CO6 | Design and Implement Custom Application Using Windows Form &
ADO.NET in ASP |
| CS-581-OJT : On Job Training (Internship) | |
| CO1 | Enhance the knowledge related to various tools and technologies used in
industry |
| CO2 | Improve the ability to solve complex problems independently and creatively |
| CO3 | Effectively utilize critical thinking and analytical skills in tackling real world
challenges |
| CO4 | Effectively communicate and collaborate skills through interaction with team
members and mentors. |
| CO5 | Get an experience in working on projects or related working within industry |
| CO6 | Develop the ability to document process, design, implementation and testing |
| CO7 | Familiar with specific industry domain relevant to internship |
| CO8 | Complete projects and tasks as per the predetermined objectives |
M.Sc. Computer Science II (Semester III)
| CS-601-MJ :Software Architecture and Design Pattern | |
| CO1 | Understand the UML basics, RUP and basics of software architecture |
| CO2 | Acknowledge the traits of patterns that make them helpful in solving real-
world issues. |
| CO3 | Able to use specific frameworks as per applications need. |
| CO4 | Design java application using design pattern techniques. |
| CS-602-MJ: Machine Learning | |
| CO1 | To introduce knowledge of Machine Learning. |
| CO2 | To demonstrate all categories of Machine learning algorithms along with
implementation. |
| CO3 | To compose real time application using machine learning algorithms. |
| CO4 | Analyze the concept of neural networks for learning linear and non-linear
activation functions. |
| CS-603-MJ :Internet of Things | |
| CO1 | Demonstrate basic concepts, principles and challenges in IoT. |
| CO2 | Illustrate functioning of hardware devices and sensors used for IoT |
| CO3 | Analyze network communication aspects and protocols used in IoT. |
| CO4 | Apply IoT for developing real life applications using Ardunio programming. |
| CO5 | To develop IoT infrastructure for popular applications |
| CS-610-MJ : Full Stack Development-II | |
| CO1 | Learn In Depth understanding of Angular framework and State Management. |
| CO2 | Learn using typescript effectively in Angular framework. |
| CO3 | Learn in-depth knowledge of NodeJS and Express JS. |
| CO4 | Learn advance concepts in MongoDB |
| CO5 | Learn best practices to be followed when creating industry grade applications. |
| CS-612-MJ : DevOps Fundamentals | |
| CO1 | Apply DevOps principles for collaboration, automation, and continuous
improvement |
| CO2 | Master version control (e.g., Git) and implement effective branching strategies. |
| CO3 | Design and optimize CI/CD pipelines for automated and streamlined software
delivery. |
| CO4 | Utilize containerization (e.g., Docker) and orchestration tools (e.g.,
Kubernetes) for scalable deployments. |
| CO5 | Implement monitoring, logging, and security practices throughout the DevOps
lifecycle. |
| CO6 | Foster effective collaboration through tools like ChatOps within cross-
functional teams. |
| CO7 | Develop skills in incident response, troubleshooting, and problem resolution. |
| CS-614 MJ :Soft Computing | |
| CO1 | Learn about soft computing techniques and their applications |
| CO2 | Analyze various neural network architectures and perceptron |
| CO3 | Define the fuzzy systems |
| CO4 | Analyze the genetic algorithms and their applications |
| CS-631-RP : Research Work-I | |
| CO1 | Independently conduct research in a specific area of computer science |
| CO2 | Apply appropriate research methodologies to address research problems. |
| CO3 | Analyze and synthesize information gathered from literature reviews,
experiments, or data analysis |
| CO4 | Develop innovative solutions to research problems within the scope of
computer science |
| CO5 | Effectively present research findings through written reports, oral
presentations, or poster presentations. |
| CO6 | Publish research work in reputable journals, present at conferences or in
recognized project competitions. |
M.Sc. Computer Science II (Semester IV)
| CS-651-MJP : Full Time Industrial Training (IT) | |
| CO1 | Apply theoretical concepts learned in the classroom to solve practical
problems encountered in an industrial setting. |
| CO2 | Demonstrate proficiency in using industry-standard tools, technologies, and
methodologies relevant to their area of specialization. |
| CO3 | Apply analytical and problem-solving skills to address challenges encountered
during the industrial training |
| CO4 | Collaborate effectively with team members to achieve project goals and
objectives. |
| CO5 | Manage time and resources efficiently to complete assigned tasks and projects
within the stipulated timeframe. |
| CO6 | Prepare a comprehensive report documenting their experience, including
project details, learnings, and reflections |
| CS-681-RP : Research Work-II | |
| CO1 | Independently conduct research in a specific area of computer science |
| CO2 | Apply appropriate research methodologies to address research problems. |
| CO3 | Analyze and synthesize information gathered from literature reviews,
experiments, or data analysis |
| CO4 | Develop innovative solutions to research problems within the scope of
computer science. |
| CO5 | Effectively present research findings through written reports, oral
presentations, or poster presentations. |
| CO6 | Publish research work in reputable journals, present at conferences |
Induction Program
Techno –Fest Program
IT-VISIT
