All COs of CSE (UG)
🎯 Course Outcomes (COs) for B.Tech in Computer Science & Engineering
Horizon College of Engineering
Semester 1:
Mathematics I (Calculus and Linear Algebra)
- CO1: Apply concepts of differential and integral calculus to solve engineering problems.
- CO2: Solve matrix equations and use linear algebra techniques in engineering applications.
Physics for Engineers
- CO1: Apply principles of physics in various engineering fields, including mechanics and thermodynamics.
- CO2: Use mathematical models to solve problems in classical mechanics and electromagnetism.
Introduction to Computer Science and Engineering
- CO1: Understand the basic principles of computer science, hardware, and software.
- CO2: Gain hands-on experience in programming fundamentals.
Engineering Graphics
- CO1: Develop proficiency in technical drawing and use CAD software for design.
- CO2: Understand basic geometric concepts and their application in engineering designs.
Environmental Science
- CO1: Understand environmental systems, pollution, and sustainable practices.
- CO2: Evaluate environmental impacts of engineering activities and apply mitigation strategies.
Semester 2:
Mathematics II (Differential Equations and Transforms)
- CO1: Solve ordinary and partial differential equations commonly found in engineering.
- CO2: Apply transform techniques such as Laplace and Fourier transforms in solving real-world engineering problems.
Computer Programming (C and C++)
- CO1: Write and debug programs in C and C++ using structured programming techniques.
- CO2: Implement algorithms using control structures, functions, and pointers.
Applied Chemistry
- CO1: Understand chemical processes and material properties relevant to engineering.
- CO2: Apply chemistry principles to develop sustainable materials and solutions.
Basic Electronics Engineering
- CO1: Understand the fundamentals of electronics and circuits.
- CO2: Analyze and design basic electronic components and circuits.
Semester 3:
Data Structures
- CO1: Understand various data structures like arrays, stacks, queues, linked lists, and trees.
- CO2: Implement and apply algorithms to solve problems involving data storage and retrieval.
Digital Logic Design
- CO1: Design and simplify digital circuits using Boolean algebra and Karnaugh maps.
- CO2: Implement combinational and sequential circuits using logic gates.
Discrete Mathematics
- CO1: Apply mathematical reasoning and logic to analyze algorithms and data structures.
- CO2: Solve problems related to graph theory, sets, relations, and combinatorics.
Computer Organization and Architecture
- CO1: Understand the functioning of computer systems at the hardware level.
- CO2: Learn about data representation, CPU, memory hierarchy, and I/O systems.
Semester 4:
Operating Systems
- CO1: Understand the core components and functionalities of modern operating systems.
- CO2: Analyze process management, memory management, file systems, and security issues.
Database Management Systems
- CO1: Understand database concepts, design, and normalization.
- CO2: Implement SQL queries and manage data using database management systems.
Design and Analysis of Algorithms
- CO1: Understand the concepts of algorithm design and analyze their time and space complexities.
- CO2: Apply algorithmic techniques like divide-and-conquer, greedy methods, and dynamic programming to solve problems.
Computer Networks
- CO1: Understand the fundamentals of computer networking and communication protocols.
- CO2: Apply network protocols and troubleshoot networking issues.
Semester 5:
Object-Oriented Programming (Java)
- CO1: Understand the core principles of object-oriented programming, including inheritance, polymorphism, and encapsulation.
- CO2: Develop programs in Java using object-oriented techniques and libraries.
Theory of Computation
- CO1: Understand the theoretical foundations of computation, including finite automata and formal languages.
- CO2: Analyze problems and design solutions based on the limits of computation.
Design and Analysis of Algorithms II
- CO1: Apply advanced techniques like dynamic programming, backtracking, and branch-and-bound.
- CO2: Evaluate the efficiency and correctness of complex algorithms.
Computer Graphics
- CO1: Understand the principles of computer graphics and visualization techniques.
- CO2: Implement 2D and 3D transformations, rendering algorithms, and graphical user interfaces.
Semester 6:
Artificial Intelligence
- CO1: Understand the basics of AI techniques, such as search algorithms, knowledge representation, and reasoning.
- CO2: Implement AI algorithms to solve real-world problems, including machine learning and decision-making.
Compiler Design
- CO1: Understand the design and working of compilers, including lexical analysis, parsing, and code generation.
- CO2: Implement a basic compiler for a programming language.
Data Mining and Data Warehousing
- CO1: Understand the techniques and methods used in data mining for discovering patterns in large datasets.
- CO2: Design and implement data warehouses for effective data storage and retrieval.
Web Technologies (HTML, CSS, JavaScript, PHP)
- CO1: Understand the basic technologies for web development, including HTML, CSS, JavaScript, and server-side scripting with PHP.
- CO2: Design and implement interactive, dynamic web pages.
Semester 7:
Machine Learning
- CO1: Understand the principles and algorithms of machine learning.
- CO2: Implement machine learning models for data analysis and pattern recognition.
Mobile Computing
- CO1: Understand the fundamentals of mobile computing and wireless communication.
- CO2: Develop mobile applications using platforms such as Android and iOS.
Big Data Analytics
- CO1: Understand the challenges and techniques in processing and analyzing large-scale datasets.
- CO2: Apply tools and frameworks like Hadoop and Spark for big data analysis.
Semester 8:
Software Testing and Quality Assurance
- CO1: Understand various software testing techniques, including unit testing, integration testing, and performance testing.
- CO2: Develop and execute test cases to ensure software quality.
Ethical Hacking and Information Security
- CO1: Understand the principles of ethical hacking and penetration testing.
- CO2: Apply ethical hacking techniques to identify vulnerabilities in computer systems and networks.
Project Work / Internship
- CO1: Apply theoretical and practical knowledge to real-world software engineering projects.
- CO2: Work as part of a team to design, develop, and test a software system or research project.