Welcome To B. K. Birla College of Arts, Science & Commerce, Kalyan

B. K. Birla Institutes

Welcome To B. K. Birla College of Arts, Science & Commerce, Kalyan Welcome To B. K. Birla College of Arts, Science & Commerce, Kalyan Welcome To B. K. Birla College of Arts, Science & Commerce, Kalyan Welcome To B. K. Birla College of Arts, Science & Commerce, Kalyan

B.Sc. Computer Science

The Department of Computer Science aims to equip students with a strong foundation in computing principles and the ability to design, develop, and apply computer-based solutions to real-world problems across diverse domains. The department emphasizes innovation, research, and adaptability to evolving multidisciplinary and converging technologies.

Modern classrooms and well-equipped laboratories provide an environment that supports experiential and active learning through a blend of traditional teaching methods and advanced Information and Communication Technology (ICT) tools. The academic culture fosters analytical thinking, creativity, and collaborative problem-solving.

Through its programs, the department strives to develop competent professionals with ethical values, leadership qualities, and a commitment to continuous learning. Graduates are prepared to excel in various sectors, including Software Development, Data Science, Artificial Intelligence, Cybersecurity, Networking, Research, and emerging technology-driven industries, thereby contributing meaningfully to society and the nation’s technological advancement.

Key Information

Curriculum

Semester - I

Sr. No.	Paper	Title of Paper	Course Code	Credits
1	Major Paper I	Fundamentals of Programming	BUSCSN-101	2
(*The credits of papers like M2, M3,OE, IKS,SEC, VEC & AEC offered by other Departments will also be added making a total of 22 credits for the student of Combination-II with Computer Science Major)

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUSCSN101	Fundamental of Programming	CO 1: To develop competency for the logic, design, coding and debugging. CO 2: To acquire fundamental knowledge of Object-Oriented Programming. CO 3: On completion of the course, learner will be able to–develop programs using object-oriented concept. CO 4: The learners will be aware of OOPs concept.

Semester - II

Sr. No.	Paper	Title of Paper	Course Code	Credits
1	Major Paper I	Database Management System	BUSCSN-201	3
(*The credits of papers like M2, M3,OE, IKS,SEC, VEC & AEC offered by other Departments will also be added making a total of 22 credits for the student of Combination-II with Computer Science Major. Open elective for 2 credits plus add on certificates courses.)

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUSCSN-201	Database Management System	CO 1: Describe the fundamental elements of relational database management systems. CO 2: Explain the basic concepts of relational data model, entity-relationship model, relational database design, relational algebra and SQL. CO 3: Design ER-models to represent simple database application scenarios. CO 4: Convert the ER-model to relational tables, populate relational database and formulate SQL queries on data. CO 5: Improve the database design by normalization. CO 6: Understand the basic principles of DBMS
BUSCSN-202	Data Structures	CO 1: Analyze algorithms and algorithm correctness. CO 2: Describe stack, queue and linked list operation. CO 3: Have knowledge of tree and graphs concepts. CO 4: Program data structures and use them in implementations of abstract datatypes. CO 5: Apply combined knowledge of algorithms and data structures to write highly effective programs in various domains. CO 6: Understand which data structure to be used based on the type of the problem.

Semester - III

Sr. No.	Paper	Title of Paper	Course Code	Credits
1	Major Paper I	Principles of Operating Systems	BUNSCSM-301	4
2	Major Paper II	Java Programming	BUNSCSM-302	4
3	Minor Paper III	Advance Database System	BUNSCSM-303	4
4	VSC-Vocational Specific Course	Embedded System with IOT	BUNVSC-304	2
5	FP	Field Program	BUNCFP-305	2
Total Credits offered by the Dept. of Computer Science				*16
(*The credits of papers like AEC, OE, CC offered by other Departments will also be added making a total of 22 credits for the student of Political Science Major)

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUNSCSM-301 (DSC Major Paper I)	Principles of Operating Systems	CO 1: Explain the concepts of deadlock and its handlings; CO 2: Gain the knowledge about file system management; CO 3: Understand different methods of Scheduling storage or disk for processes; CO 4: Describe the distributed Operating System and its architecture; CO 5: Discuss various extended features of mobile OS.
BUNSCSM-302 (DSC Major Paper II)	Java Programming	CO 1: Understand basic Java syntax, data types, and control structures. CO 2: Apply object-oriented concepts (classes, objects, inheritance, and polymorphism). CO 3: Handle exceptions and perform file input/output operations. CO 4: Use Collections and Generics to solve programming problems.
BUNSCSM-303 (DSC Minor Paper III)	Advance Database System	CO 1: Understand advanced data models, database architectures, and query processing concepts. CO 2: Apply normalization, transaction management, concurrency control, and recovery techniques. CO 3: Use advanced SQL features, triggers, stored procedures, and query optimization. CO 4: Analyze distributed, NoSQL, and emerging database technologies.
BUNVSC-304	Embedded System with IOT	CO 1: Understand basics of embedded systems and IoT architecture. CO 2: Program microcontrollers and interface sensors/actuators. CO 3: Use communication protocols for embedded and IoT applications. CO 4: Connect devices to cloud platforms and exchange data.
BUNCFP-305	Field Program	CO 1: Apply classroom knowledge in a real-world environment. CO 2: Observe and understand industry practices. CO 3: Perform basic technical tasks during field work. CO 4: Communicate and work effectively with others. CO 5: Prepare a brief report of field observations and learning.

Semester - IV

Sr. No.	Paper	Title of Paper	Course Code	Credits
1	DSC Major Paper I	Internet Technologies	BUNSCSM-401	4
2	DSC Major Paper II	Advanced Java	BUNSCSM-402	4
3	DSC Minor Paper III	Web Technologies	BUNSCMN-404	4
4	SEC- Skill Enhancement Course	Languages (Marathi/ Hindi)	BUNSEC-408	2
5	CEP	Community Engagement Program	BUNCE-407	2
Total Credits offered by Dept. of Science Science				*18
(*The credits of papers like AEC,CC offered by other Departments will also be added making a total of 22 credits for the student of Political Science Major)

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUNSCSM-401 (DSC Major Paper I)	Internet Technologies	CO 1: Understand basic internet concepts and web technologies. CO 2: Create web pages using HTML, CSS, and JavaScript. CO 3: Develop dynamic web applications using server-side scripts. CO 4: Connect web apps with databases.
BUNSCSM-402 (DSC Major Paper II)	Advanced Java	CO 1: Understand advanced Java concepts like JDBC, Servlets, and JSP. CO 2: Build dynamic web applications using Java EE technologies. CO 3: Connect Java applications to databases using JDBC. CO 4: Develop server-side components with Servlets and JSP.
BUNSCMN-404 (DSC Minor)	Web Technologies	CO 1: Understand how the web works, including internet architecture, browsers, and protocols. CO 2: Create structured web pages using HTML. CO 3: Style and design responsive layouts using CSS. CO 4: Develop interactive features using JavaScript.
BUNSEC-408	Languages (Marathi/ Hindi)	CO 1: Understand and interpret written texts with improved comprehension. CO 2: Communicate effectively in spoken English in everyday and academic ituations. CO 3: Write grammatically correct sentences, paragraphs, and short essays. CO 4: Apply correct grammar, vocabulary, and pronunciation in communication.
BUSNPOLFP-406	Community Engagement Program	CO 1: Understand community needs and challenge. CO 2: Apply academic knowledge to community-based activities. CO 3: Work effectively in teams with good communication and responsibility. CO 4: Demonstrate empathy, ethics, and social responsibility.

Semester - V

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUSCS501	Artificial Intelligence	CO 1: Understand the foundations, history, and state of the art of AI. CO 2: Learn about intelligent agents, their environments, and the structure of agents. CO 3: Explore different problem-solving strategies, including uninformed and informed search techniques. CO 4: Gain knowledge of knowledge representation and reasoning methods, and apply them to solve complex problems. CO 5: Develop an understanding of machine learning techniques, including classification, regression ,and ensemble learning.
BUSCS502	Information & Network Security	CO 1: Understand community needs and challenges. CO 2: Apply academic knowledge to community-based activities. CO 3: Work effectively in teams with good communication and responsibility. CO 4: Demonstrate empathy, ethics, and social responsibility. CO 5: Reflect on personal learning and contribution to the community.
BUSCS5031	Linux Server Administration	CO 1: Develop a solid understanding of Linux server administration principles and concepts. CO 2: Acquire practical skills in managing users, groups, and file systems in a Linux environment. CO 3: Learn how to configure and secure network services such as DNS, FTP, Apache web server, SMTP, POP, IMAP, and SSH. CO 4: Gain knowledge of advanced network administration topics including NFS, Samba, DFS, NIS,LDAP, DHCP, MySQL, LAMP applications, file services, email services, chat applications, and VPN.
BUSCS5032	Software Testing & Quality Assurance	CO 1: The learner will be able to Understand the various appraches to the study of Political Sociology. CO 2: The learner will be able to develop the basic understanding related to concepts like Power, Hegemony and Legitimacy and to know their impact on the society. CO 3: The learner will be able to Understand and evaluate the parameters of social stratification like Elite Class, Caste and Gender. CO 4: The learner will be able to analyze and evaluate the importance of political culture, socialization and participation.
BUSCS5041	Cyber Forensics	CO 1: Understand the principles and concepts of computer forensics. CO 2: Develop skills in conducting computer investigations using a systematic approach. CO 3: Gain proficiency in acquiring and preserving digital evidence from different storage formats. CO 4: Explore the use of specialized tools and software for computer forensics analysis. CO 5: Learn the techniques for investigating network-related incidents and conducting live Acquisitions.
BUSCS5042	Game Programming	CO 1: Understand the fundamentals of vectors, transformations, and 3D graphics. CO 2: Develop proficiency in using industry-standard tools and technologies for 3D game development. CO 3: Implement advanced graphics techniques, including lighting, shading, and texturing, to create visually appealing game environments. CO 4: Apply principles of game design and create engaging and immersive gaming experiences.

Semester - VI

Course Outcomes (CO)

Course Code	Title of Course	Course Outcome
BUSCS601	Data Science	CO 1: Understand the foundations and scope of Data Science, including its applications and comparison to related fields like Business Intelligence and Artificial Intelligence. CO 2: Develop skills in data preprocessing, including cleaning, transforming, selecting, and merging data, to ensure data quality and suitability for analysis. CO 3: Gain knowledge of machine learning algorithms and techniques, such as regression, classification, clustering, and ensemble learning, to build predictive models and make datadriven decisions. CO 4: Learn how to evaluate and select models using appropriate evaluation metrics and crossvalidation techniques to ensure reliable and robust model performance. CO 5: Develop proficiency in data visualization techniques and tools to effectively communicate insights and tell compelling stories using data.
BUSCS602	Cloud Computing and Web Services	CO 1: Understand the basics of cloud computing, including types of clouds, deployment models, and essential characteristics of cloud platforms. CO 2: Explore web services technologies such as SOAP and REST and understand their role in distributed computing and parallel computing. CO 3: Gain proficiency in utilizing virtualization technologies, including creating virtual machines and managing virtualized environments using tools like KVM and oVirt. CO 4: Explore and utilize popular cloud computing platforms such as OpenStack and AWS to architect, deploy, and manage cloud-based applications and services. CO 5: Learn about cloud security fundamentals, including confidentiality, integrity, availability, and secure development practices.
BUSCS6031	Wireless Sensor Networks	CO 1: Provide students with a comprehensive understanding of Wireless Sensor Networks (WSNs), including their basic architectural elements, advantages, and challenges. CO 2: Introduce students to the key technologies and protocols used in WSNs, such as medium access control (MAC) protocols, routing strategies, and transport control protocols. CO 3: Familiarize students with wireless transmission principles and telecommunication systems relevant to WSNs, including frequency, signals, antennas, and satellite systems. CO 4: Develop students' practical skills in designing and implementing WSN solutions by exploring WSN operating systems, ad-hoc networks, and optimization goals.
BUSCS6032	Information Retrieval	CO 1: To understand the fundamental principles and components of information retrieval systems. CO 2: To explore various techniques for document indexing, storage, and retrieval. CO 3: To analyze and compare different retrieval models and understand their strengths and limitations. CO 4: To gain practical experience in implementing and evaluating information retrieval systems. CO 5: To explore advanced topics in information retrieval, such as web information retrieval and machine learning techniques.
BUAPOL605	Data Mining & Warehousing	CO 1: Understand the concept and framework of data warehousing and differentiate between OLAP and OLTP. CO 2: Gain knowledge of data mining techniques and their applications in knowledge discovery. CO 3: Acquire skills in data preprocessing, including handling missing data, cleaning, integration, and transformation. CO 4: Apply association rules mining algorithms such as APRIORI and FP-Growth to discover frequent item sets.
BUSCS6042	Ethical Hacking	CO 1: Understand the terminology and concepts related to ethical hacking and penetration testing. CO 2: Explore various hacking technologies and the skills required to become an ethical hacker. CO 3: Learn the different phases involved in ethical hacking and the methodologies used in penetration testing. CO 4: Gain knowledge of common hacking techniques, such as footprinting, scanning, enumeration, and session hijacking. CO 5: Develop proficiency in identifying and exploiting vulnerabilities in web servers, web applications, and wireless networks.