All COs of CSE (UG)

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.
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