COs and CO-PO Mapping
ASH-108 Engineering Chemistry
1 Develop an understanding of various water impurities, key water quality parameters, and the methods for treating water to meet desired standards.
2 Understand a few important characteristics of different fuels and their estimations.
3 Understand the types of corrosion and its control measures.
4   Explore the principles and apply various spectroscopic techniques, green chemistry, alternative fuels, and the    chemical structure of polymers in industrial processes and environmental sustainability.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 3 1 2 2 2
CO2 3 3 2 3 1 1 2 2
CO3 3 3 2 3 2 2 2 2
CO4 3 3 3 3 2 3 3 2 3
Avg 3 3 2.25 3 1.5 2 2.25 0.5 0 0 0 2.25
ASH-158L Engineering Chemistry Lab 
1 Assess water quality and its suitability for industrial and domestic purposes
2 Assess the quality and combustion properties of the given fuel sample.
3 Assess the corrosion resistance of different metals and alloys
4 Apply spectroscopic technique to determine the required concentration in a sample.
5 Understand the principles and challenges involved in synthesizing the polymeric molecules and their stabilization
6 Estimate a few physical/chemical properties of different samples/solutions.
7 Calculate the strength of an acid solution using a conduct metric and pH meter approach.
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 3 2 2 2 2
CO2 3 3 2 3 1 1 2 2
CO3 3 3 2 3 2 2 2 2
CO4 3 3 3 3 2 2 3 3
CO5 3 3 3 3 2 3 3 3
CO6 3 3 3 3 2 2 2 2
CO7 3 3 3 3 2 2 2 2
Avg 3 3 2.6 3 1.9 2 2.3 0 0 0 0 2.3
CSE-102 Programming for Problem Solving-II
CO1 Demonstrate competence in fundamental Python programming concepts, control statements, and data types and string manipulation
CO2 Apply knowledge of Python data structures such as lists, tuples, sets, and dictionaries to solve computational problems
CO3 Develop and implement functions in Python to enhance code modularity and reusability
CO4 Apply exception handling techniques to analyze and handle errors effectively in Python programs.
CO5 Utilize Python libraries such as NumPy and Pandas for data manipulation and analysis tasks.
CO6 Demonstrate the use of Matplotlib and Seaborn libraries for data visualization
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 2 1 1 1 1 1 1 1 1 1 1
CO2 3 2 2 2 2 2 2 2 2 2 2 2
CO3 3 2 2 2 2 2 2 2 2 1 2 2
CO4 2 2 1 1 1 2 1 2 2
CO5 3 2 2 3 3 2 2 2 3 3 3 2
CO6 3 3 3 3 3 2 2 2 3 3 3 3
AVG 2.83 2.16 1.83 2.2 2.2 1.8 1.66 1.66 2.16 1.83 2.16 2
CSE-152L Programming for Problem Solving-II
1 Develop programs to familiarize with Python programming
2 Solve different string manipulation tasks
3 Apply data structures such as lists, tuples, sets, and dictionaries
4 Organize and utilize functions to modularize code and improve reusability
5 Apply Python frameworks like NumPy and Pandas along with data visualization tools such as Matplotlib and Seaborn
6 Utilize Error handling techniques
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 2 2 2 1 1 1 1 1 1 1 1 1
CO2 2 2 2 1 1 1 1 1 1 1 1 1
CO3 3 2 3 2 2 2 2 2 2 2 2 2
CO4 3 2 3 2 2 2 2 2 2 1 2 2
CO5 3 2 3 3 3 2 2 2 3 3 3 3
CO6 2 2 2 1 1 2 1 1 2
AVG 2.5 2 2.5 1.8 1.8 1.6 1.5 1.5 1.83 1.5 1.66 1.83
ME-104 ENGINEERING GRAPHICS & DESIGN
CO 1 Draw orthographic projections of an object using appropriate scales.
CO 2 Draw projections of lines, lamina, and regular solid objects having any specified orientation with reference to the principal planes.
CO 3 Visualize and draw sections of a regular solid.
CO 4 Create developments of the lateral surfaces of a regular solid.
CO 5 Draw isometric projections and views of an object.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3
CO2 3 3
CO3 3 3
CO4 3 3
CO5 3 2 3
Avg 3 2.75 3
ME-154L ENGINEERING GRAPHICS & DESIGN LAB
CO 1 Demonstrate the usage of CAD software.
CO 2 Use the orthographic projection to draw views of the lamina, regular solids, and the sections of solids.
CO 3 Draw the surfaces of regular solids.
CO 4 Draw the isometric views of solids.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 3
CO2 3 2 3 3
CO3 3 3 3 3 3 3
CO4 3 2 3 2 3 2 2
Avg 3 2.5 3 2.5 2.75 2.5 2.75
CE-102 Environmental Sciences
CO 1 The students will be able to learn the importance of natural resources
CO 2 To learn the theoretical concepts of ecosystem and biodiversity conservation.
CO 3 Students will be able to understand about pollution and its control.
CO 4 The students will be able to understand the basic concept of sustainable development
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 2 2 2
CO2 3 2
CO3 3 3 3
CO4 2 3 3 3
Avg 2 2.5 2.7 2.5 2.6
ASH-101 Engineering Mathematics-I
CO 1 Understand the basics of matrices and solve the system of linear equations.
CO 2 Utilize the concept of Eigen Values and Eigen Vectors in matrix transformations.
CO 3 Apply the concepts of differential calculus in finding area and curvature.
CO 4 Utilize the fundamentals of differential calculus.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 2 2 2
CO2 3 2 2 2
CO3 2 3 2 2
CO4 3 2 2 2
Avg 2.7 2.2 2 2      
ASH-102 Engineering Mathematics-II
CO1 Identify use of various measures of central tendencies in comprehensive manner.
CO2 Apply the basics of probability in solving problems.
CO3 Understand various properties of multi variable functions and partial differentiation.
CO4 Solve different types of ordinary differential equations.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 3
CO2 3 3 3 2
CO3 3 2 1 1
CO4 3 2 1 1
Avg 3 2.5 1.75 1.75      
Internet of Things Lab: ECE-154L
CO1 Student will be able to get familiarize with Arduino Board.
CO2 Student will be able to implement interfacing different sensors with Arduino
CO3 Student will be able to design module based on Internet of Things application
CO4 Student will be able to understand the concept of cloud
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 2 2 3 2 2 2
CO2 3 3 2 2 3 2 2 2
CO3 3 3 3 3 3 2 2 2 2 3 3
CO4 2 2 2 3 3 2 2 2 2 3
Avg. 2.75 2.5 2.25 2 3 2 2 2 2 2 2.5 2.5
ASH-103 Semiconductor & Quantum Physics
CO 1 Understand the principles of quantum mechanics.
CO 2 Apply free electron theories, Fermi-Dirac statistics, and energy band concepts to analyze electronic properties
and distinguish between metals, insulators, and semiconductors
CO 3 Explain the basics of semiconductor materials and devices.
CO 4 Discuss the basics and applications of lasers and optical fibers.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 2
CO2 3 3 2 2
CO3 3 3 2 2
CO4 3 2 3 2
Avg 3 2.75 2.25 2
ASH-153L Semiconductor & Quantum Physics Lab
CO 1 Develop practical skills in electrical and physical measurements (including Argon’s ionization potential, capacitance of an  unknown capacitor, temperature coefficient of a Pt, , and magnetic field variation using Stewart and Gee’s apparatus).
CO 2 Understand the quantum and electron behavior through experiments on photoelectric effect, thermionic emission, and electron charge-to-mass ratio.
and distinguish between metals, insulators, and semiconductors
CO 3 Conduct experiments for the determination of the wavelength of a light source/laser using grating.
CO 4 Measure the attenuation and determine the numerical aperture of an optical fiber to evaluate its performance
characteristics in optical communication systems.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 3 3 2
CO2 3 3 3 3 2
CO3 3 2 2 3 3
CO4 3 2 3 3 3
Avg 3 2.5 2.75 3 2.5
ASH- MECHANICS AND MECHANICAL PROPERTIES OF MATERIALS
CO 1 Demonstrate an understanding of fundamental mechanics concepts to analyze motion, forces, and trajectories in physical systems.
CO 2 Apply concepts of non-inertial reference frames and rigid body mechanics to analyze forces, motion, and rotational dynamics in complex systems.
CO 3 Interpret the types of mechanical vibrations and their applications, the role of Shock waves in various fields.
CO 4 Understanding the mechanical and elastic properties of materials for engineering applications.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 3
CO2 3 3 2 3
CO3 3 3 2 3
CO4 3 3 3 3
Avg 3 3 2.25 3
ASH- MECHANICS AND MECHANICAL PROPERTIES OF MATERIALS LAB
CO 1 Develop practical skills to measure fundamental physical constants like acceleration due to gravity and Young’s modulus through various experimental methods.
CO 2 Understand the principles of rotational motion, wave theory, and thermal properties by performing experiments on inertia, standing waves, and specific heat.
CO 3 Apply theoretical concepts to determine material properties such as rigidity, dielectric constant, and thermal conductivity through
hands-on experiments.
CO 4 Enhance problem-solving and analytical abilities by interpreting experimental data and understanding the relationship between force, motion, and material properties.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 2 2 1
CO2 3 3 2 3 2
CO3 3 2 2 3 2
CO4 3 2 2 2 2
Avg 3 2.5 2 2.5 1.75              
Idea Lab ME-155L Idea Lab
CO 1 Learn the process of 3D scanning, its applications, and its limitations.
CO 2 Create a 3D model in CAD software and convert into an STL file.
CO 3 Print a 3D model with suitable material and identify its defects and effects of process variables
CO 4 Learn the basics operations and use of a CNC wood router and laser cutter.
CO 5 Understand the basics of drone design and operations.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 3
CO2 3 3 2
CO3 3 3 3
CO4 3 3 2 3
CO5 3 3 3 2
Avg 3 3 2.5 2.6
CSE-101 Problem Solving using “C”
1 Explain the elements of computer system and various problem-solving techniques
2 Apply knowledge of C operators and control statements to solve computational problems
3 Develop and implement functions in C to enhance code modularity and reusability
4 Analyze and handle arrays effectively in C programs
5 Utilize Structures, Union and Pointers for data manipulation and analysis tasks
6 Design and discuss the file manipulation techniques
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 1 2 1
CO2 3 1 2 1 1 1 2
CO3 3 2 2 1 1 1 2
CO4 3 2 3 2 1 1 2 1 2
CO5 3 2 3 2 1 1 2 1 2 2
CO6 3 2 3 2 1 1 2 2 2 2
AVG 3 1.66 2.5 2 1 1 1.5 1.2 2 2
CSE-151L Problem Solving using “C” Lab
1 Implement programs to familiarize with C programming.
2 Develop programs based on control statements.
3 Develop and utilize functions to modularize code and improve reusability.
4 Implement data structures such as array, strings.
5 Design programs exploring structures, union and pointers.
6 Design and implement the file manipulation techniques.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 1 2 1
CO2 3 1 2 1 1 1 2
CO3 3 2 2 1 1 1 2
CO4 3 2 3 2 1 1 2 1 2
CO5 3 2 3 2 1 1 2 1 2 2
CO6 3 2 3 2 1 1 2 2 2 2
AVG 3 1.66 2.5 2 1 1 1.5 1.2 2 2
ASH-106 Basics of Communication Skills
CO 1 Develop their listening skills by practicing active listening techniques and overcoming common listening barriers.
CO 2 Demonstrate speaking skills in various contexts, overcoming communication barriers.
CO 3 Analyse to comprehend main ideas and implications effectively.
CO 4 Produce clear, effective writing across various genres, applying strategies to avoid redundancy and clichés.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 1 3 3 3
CO2 2 3 3 3
CO3 3 2 3 2
CO4 2 1 3 3
AVG 2 2.25 3 2.75
ASH-106L  Basics of Communication Skills Lab
CO 1 Demonstrate effective speaking skills through conversations, extempore sessions, and group discussions.
CO 2 Evaluate spoken content from news, lectures, and public speeches.
CO 3 Analyze texts from newspapers, electronic sources, and prescribed textbooks.
CO 4 Synthesize written responses based on the analysis of video/audio recordings, lectures, and texts.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 3 3 3 2
CO2 2 3 3 3
CO3 3 2 3 3
CO4 2 3 3 2
AVG 2.5 2.75 3 2.5
ASH-105 Essentials of English Language
CO 1 Understand the speech mechanism to analyze and produce accurate pronunciations.
CO 2 Apply various parts of speech while demonstrating an understanding of voice in sentence construction.
CO 3 Execute their vocabulary by using prefixes, suffixes, synonyms, antonyms, one-word substitutions, homonyms, homophones, and technical jargon correctly.
CO 4 Use phrases, clauses, tenses, verb patterns and sentences correctly, while avoiding common errors.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 1 3 3 2
CO2 2 2 3 3
CO3 2 3 3 3
CO4 3 3 3 3
AVG 2 2.75 3 2.75
ECE-102 Basics of Electrical and Electronics Engineering
CO 1 Understand the basic concepts, electrical laws & theorems to solve DC circuits.
CO 2 Make use of AC fundamentals to solve series and parallel AC circuits.
CO 3 Understand and work with single phase transformers and DC Motors.
CO 4 Demonstrate an understanding of the concepts of semiconductor devices.
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO 1 3 3
CO 2 3 3
CO 3 3 1
CO 4 3
Avg. 3 2.33
ECE-152L Basics of Electrical and Electronics Engineering Lab
CO 1 Apply basic electrical laws & theorems to solve DC circuits.
CO 2 Make use of AC fundamentals & basic mathematical principles to solve AC circuits.
CO 3 Study O.C. and S.C. tests, load vs. efficiency calculation of single-phase transformers and speed control of the DC motors.
CO 4 Verify the VI characteristics of various diodes such as p-n diode, Zener diode and input/output characteristics of BJT’s.
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO 1 3 3 1 1
CO 2 3 3 1 1
CO 3 3 3 1 1
CO 4 3 1 1
Avg. 3 3 1 1
ECE-101 Basics of Electronics Engineering
CO 1 Demonstrate the concept of semiconductor devices.
CO 2 Classify the working mechanism of BJT with their characteristics
CO 3 Familiarization with the digital number systems and interconversions.
CO 4 Understanding the concepts of logic gates; and Boolean algebra for minimization of functions.
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO 1 3
CO 2 3
CO 3 3
CO 4 3 2 1
Avg. 3 2 1
ECE-151L Basics of Electronics Engineering Lab
CO 1 To verify the theoretical concepts practically from all the experiments.
CO 2 To study the VI characteristics of various diodes such as p-n diode, Zener diode etc.  and find the threshold voltage and Zener breakdown voltage from the VI curve.
CO 3 Demonstrate various configurations of BJT’s and calculate various amplification parameters.
CO 4 Identify various digital ICs and understand their operations.
Mapping PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO 1 3 1 1
CO 2 3 1 1
CO 3 3 1 1
CO 4 3 2 1 1
Avg. 3 2 1 1
ASH-107 Universal Human Values
CO 1 Understand the importance of value, types and roles of values in personal and societal development.
CO 2 Understand and apply principles of inner harmony to enhance overall well-being and foster balanced personal development.
CO 3 Understand principles of harmonious relationships to promote unity and cooperation within families, society and naturenature.
CO 4 Understand the difference between ethical and unethical practices.
Mapping PO1 PO2 PO3  PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12
CO1 1 1 2 3 3 3 1
CO2 1 1 2 3 3 3 1
CO3 1 1 2 3 3 3 1
CO4 1 1 2 3 3 3 1
Avg 1 1 2 3 3 3 1
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