The Data Structures and Algorithms Laboratoryprovides students with hands-on experience in implementing and analyzing fundamental data structures and algorithms. In this lab, students will work with key structures such as arrays, stacks, queues, linked lists, trees, and graphs, and implement sorting and searching algorithms. They will learn to evaluate algorithm efficiency using time and space complexity analysis. The lab focuses on problem-solving techniques and optimizing solutions using appropriate data structures and algorithms. By the end of the lab, students will have a strong foundation in designing efficient algorithms and applying them to solve real-world computational problems.

The Object-Oriented Programming (OOP) Laboratory provides students with hands-on experience in applying object-oriented principles to software development. In this lab, students will learn to design, implement, and test programs using core OOP concepts such as encapsulation, inheritance, polymorphism, and abstraction. They will work with programming languages like Java, C++, or Python to create modular, reusable, and maintainable code. Through practical assignments, students will develop the skills to design object-oriented solutions to real-world problems and gain proficiency in using OOP to build efficient software systems.

The Data Science Laboratory provides students with hands-on experience in analyzing and interpreting data using various data science tools and techniques. In this lab, students will work with programming languages like Python and R, utilizing libraries such as Pandas, NumPy, Matplotlib, and Scikit-learn for data manipulation, visualization, and machine learning. Students will learn to clean, preprocess, and analyze real-world datasets, and implement algorithms for classification, regression, and clustering. By the end of the lab, students will have practical skills in data analysis and machine learning, preparing them for real-world data-driven decision-making.

TheOperating Systems Laboratory provides students with hands-on experience in understanding and working with core operating system concepts. In this lab, students will explore process management, memory management, file systems, and system-level programming through experiments on popular OS platforms like Linux and Windows. They will implement and analyze system calls, process synchronization, and memory allocation techniques. By the end of the lab, students will have practical skills in working with operating systems and understanding how they manage hardware resources and support applications.

The Database Management System (DBMS) Laboratory provides students with hands-on experience in designing, implementing, and managing databases. In this lab, students will learn how to create and manipulate databases using SQL, design relational schemas, and implement queries for data retrieval, insertion, updating, and deletion. The lab covers essential topics like normalization, indexing, transactions, and database security. Students will work with popular database systems such as MySQL, PostgreSQL, or Oracle, and gain experience in building and managing both small and large-scale databases. By the end of the lab, students will have a solid understanding of how to efficiently design and interact with databases, preparing them for real-world database management tasks and application development.

TheFull Stack Web Development Laboratory provides students with hands-on experience in building dynamic, end-to-end web applications. In this lab, students will learn both front-end and back-end development techniques using technologies like HTML, CSS, JavaScript, React for front-end, and Node.js, Express, and MongoDB for back-end development. Students will also work with databases, APIs, and version control systems like Git to create interactive, data-driven websites. Emphasis is placed on building responsive, user-friendly interfaces and managing server-side logic and database operations. By the end of the lab, students will be able to develop and deploy full-stack web applications, gaining the skills needed for modern web development.

The Mobile Application Development Laboratory provides students with practical experience in designing, developing, and deploying mobile applications for platforms like Android and iOS. In this lab, students will learn to use programming languages such as Java, Kotlin, or Swift, along with mobile development frameworks like React Native or Flutter, to create interactive and responsive mobile apps. Students will work on key concepts like UI/UX design, database integration, and mobile app testing. By the end of the lab, students will have the skills to develop, debug, and deploy mobile applications, preparing them for real-world mobile development projects.