Bachelor of Technology | B.Tech. CSE | DS | Programmes at CMR University

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Bachelor of Technology | B.Tech. CSE | DS

Focuses on the study of artificial intelligence, machine learning, and data analytics
Covers areas such as data mining, pattern recognition, neural networks, and natural language processing
Emphasises both theoretical understanding and practical implementation of AI and ML techniques
Includes projects and research opportunities to apply AI and ML in real-world scenarios

Duration

4 years

Programme Type

Full-time

Programme Fees

Rs.1,75,000/-

Programme Regulations

2024-25
2023-24
2022-23

Programme Structure 2025

PDF is being worked upon by the Academic Council. The updated list will be shared once approved.

Eligibility Criteria

Candidate should have passed the 2nd PUC/12th/Equivalent Exam with a minimum of 45% of marks (40% for Karnataka reserved category candidates) in Physics and Mathematics along with Chemistry/ Computer Science/Electronics/Information Technology/ Biology/ Informatics Practices/ Biotechnology/ Technical Vocational subject/ Agriculture/ Engineering Graphics/ Business Studies/ Entrepreneurship from a recognised board. Candidates must also qualify in one of the following entrance exams: CET/ COMED-K/JEE/Other state entrance tests /National level entrance test
OR
Passed D.Voc. stream in the same or allied sector.

Scope & Objectives

Artificial Intelligence and Data Science have had an active and exciting history and are now established fields within computer science. Many research breakthroughs in these areas have reached the stage of industrial application, enabling companies to generate and save millions of dollars by leveraging the outcomes of Data Science research (as noted in the McKinsey Global Institute report on AI).

To equip students with the right skill set for emerging job opportunities in Data Science—and to support industries in adopting technology-driven solutions—CMR University offers a wide range of new-age IT programmes, with Data Science being a key focus.

This first-of-its-kind B.Tech programme in Computer Science and Engineering with a specialisation in Data Science (DS) is specifically designed to prepare students with both a strong theoretical foundation and practical skills. It aims to equip them to thrive in an era of digital disruption and technological transformation.

Programme Structure

SEMESTER I

Fundamentals of Design I
Typography I
Visual Identity Design I
Layout Design I
Mini Project I
Introduction to Product Design
Mini Project II
Design Thinking I
Community Service I
Semester I Project

SEMESTER II

Drawing I
Introduction to Fashion Design
Mini Project III
Introduction to Interior (Space) Design
Mini Project IV
Oral and Written Communication
Arts & Philosophy
Community Service II
Personal Effectiveness
Semester II Project

SEMESTER III

Fundamentals of Design II
History of Art and Design I
Textile Design
Textile Science
Critical Inquiry
Ethics and Values
Community Service III
Career Preparedness Programme I
Project III (Textile Styling)

SEMESTER IV

Interdisciplinary Elective I
History of Art and Design II
Fashion Theory and Design
Apparel Construction
Indian Constitution
Hindi / Kannada / English / Foreign Language
Community Service IV
Career Preparedness Programme II
Project IV (Apparel Construction)

Programme Assessment

Choice-Based Credit System (CBCS): The university follows CBCS, allowing students to choose courses and earn credits based on performance.
Grades and GPA: Students are awarded grades per course; SGPA and CGPA are calculated to track academic progress.
Prescribed Curriculum: Includes courses, labs, and degree requirements along with SWAYAM and MOOCs from reputed institutions.
Auditing Courses: Optional audit courses allow students to gain extra exposure without a grade, improving placement preparedness.
Evaluation System: Continuous Internal Evaluation (CIE) and Semester-End Examination (SEE) each carry 50% weightage.
Assessment Methods: Include assignments, seminars, quizzes, group discussions, presentations, and industry reports.
Semester-End Exams: Conducted for all registered courses, with some exceptions for CIE-only courses.
Makeup Examinations: Offered to students who fail SEE, providing a chance to improve grades.

Programme Outcome

Apply mathematics, science, and engineering fundamentals to solve complex problems
Design systems and solutions with attention to public safety, health, and the environment
Conduct experiments and interpret data for valid conclusions
Use modern IT and engineering tools effectively
Assess societal, legal, and environmental issues responsibly
Demonstrate ethical conduct and professional responsibility
Function effectively in teams and multidisciplinary settings
Communicate clearly in both technical and non-technical contexts
Apply management principles in project settings
Engage in life-long learning in the rapidly changing tech environment

Course Outcomes Visit

What expertise do you gain?

Data science concepts and methodologies
Proficiency in programming languages
Machine learning algorithms
Data visualisation
Insight-driven decision-making

Career Opportunities

01
AI Engineer
02
Machine Learning Engineer
03
Data Scientist
04
Data Analyst
05
AI Consultant
06
Research Scientist in AI and ML

Testimonials

My journey at CMR University as a Computer Science and Engineering student has been truly transformative. The college provided a strong foundation in technical skills and fostered my professional growth through hands-on projects and guidance from dedicated faculty. I am grateful for the support and resources that helped me secure a placement at Maple Labs as an Associate Software Engineer. I cherish the memories and learning experiences that have shaped my career path.

Maple Labs

B.Tech CSE

I hereby writing to express my sincere thanks to CMR University for the wonderful education and support I received during my 4 years here. The professors and staffs have helped me to grow both academically and personally. Fortunately, I have secured a position as an Associate Software Engineer at CGI through campus placement. Thank you for everything.

CGI

B.Tech CSE

My time at CMR University has been an amazing journey of learning and growth. The supportive faculty, practical approach to education, and vibrant campus life have helped me build both my skills and confidence. I am proud to say that I am placed in Maple Labs, and I owe a lot of my success to the opportunities and guidance I received herewith.

Maple Labs

B.Tech CSE

Studying at CMR University has been a transformative journey. The consistent support from the placement department, especially Farheen ma'am has been key to helping me secure a placement at CGI. Their guidance, along with the college's nurturing environment, has played a pivotal role in shaping my skills and confidence. I am truly grateful for their efforts and the opportunities provided by the institution and it has been an enriching experience that has prepared me for this milestone.

CGI

B.Tech CSE

I am delighted to share that I have been placed at Eurofins as an Associate Software Engineer through the campus placement drive at CMR University. The university's training sessions, mock interviews, and continuous support from the placement cell were instrumental in helping me achieve this milestone. I am grateful for the opportunities and guidance provided, which have prepared me for this exciting new chapter in my career

Eurofins

B.Tech CSE

How to apply?

Step 1: Application Enquiry
Receive on-call guidance with step-by-step support to complete your application form.

Step 2: Selection Process
Candidates are shortlisted after document verification, interview, and the CMRUAT entrance exam.

Step 3: Offer Letter
An offer letter is issued for further admission steps.

Apply Now

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FAQs

Four years

Written test and interview

10+2 with Physics, Chemistry, and Mathematics as subjects and a minimum of 45% marks in 10+2. Other equivalent qualifications may also be considered.

Yes, it covers almost all areas of computing. CMR University, one of the top Computer Science Engineering colleges in Karnataka, is an excellent choice for the B.Tech. in CSE course. Our course includes modules on network security, data structures, mobile application development, data mining, big data, artificial intelligence, cryptography, digital forensics, and data analytics.

B.Tech. in CSE is one of the best courses available for securing a stable professional future. Study B.Tech. in CSE at one of the top private universities for Computer Science in Bangalore, CMR University. The software and IT industries are emerging fields with many innovations. An undergraduate course in Computer Science will help you build a strong career foundation.

The following are key skills required to be a Computer Science engineer:

Analytical skills
Creativity
Basics of machine learning
Web development knowledge
Programming skills
Critical thinking
Problem-solving skills
Data structures
Algorithms
Basics of network security
Basics of cryptography
Quick learning abilities

Job opportunities for Computer Science engineers with Data Science include:

Software Developer
Computer Hardware Engineer
Web Developer
Computer Programmer
Game Developer
App Developer

The Department of CSE|DS at CMR University offers facilities such as a Data Structures laboratory, labs for programming with Python, a lab for problem-solving programming, a Data Structures and Algorithms lab, a Java programming lab, and a Database Management Systems lab. Additionally, spacious classrooms are equipped with electronic infrastructure for audio-visual teaching aids, rapid prototyping labs, and a conference room for discussions.

Log in to the portal on our website, download the admission form, and fill it out. You can either submit the form in person at the college campus or submit it online after payment of the application fees. If you are shortlisted, you will receive a call for an interview.

Yes, Computer Science engineers are in high demand. With the growth of automation and AI technology, there is a significant need for Computer Science engineers to analyse big data and data analytics. This subject serves as the foundation for many subfields in engineering, creating substantial demand for Computer Science engineers.

Yes, at CMR University, we have a dedicated placement cell with experienced professionals from various engineering fields to train students for placement interviews. We also help students develop their soft skills and leadership abilities from the first year through various modules.

Yes, the B.Tech. course at CMR University provides students with practical training and internship opportunities as part of the curriculum.

Top recruiters for Artificial Intelligence professionals are HCL, MITSUBISHI, Amazon, L&T technology service, DELL, Infosys, and others. AI recruiting is fundamentally important for determining unbiased criteria involving the benefits of a candidate. Through recruiting, AI professionals are able to do the recruiting process in a user-friendly way.

One who has thought about a tech career can apply for a B.Tech. CSE specialisation course in DS. Studying B.Tech. CSE under DS and machine learning engineering colleges in Bangalore are good. B.Tech. computer science colleges in Bangalore provide data science courses that can assist an organisation and an industry in adopting various technology-driven solutions. Studying in the concerned course enhances career opportunities.

There is a growing career opportunity in the courses of Data Science. You can attain different kinds of expertise. Such as Data Science concepts, programming languages, statistical modeling, app development skills, etc. Career opportunities are vast through studying this. One can be a data scientist, business analyst, Data analyst, or data consultant.

B.Tech. DS specialisation in DS graduates has provided many career opportunities. One who has studied this course may have become a software developer, web developer, system analyst, network administrator, cybersecurity analyst, database administrator, or others. Furthermore, one can be an DS specialist, which opens other career opportunities.

Bachelor of Technology | B.Tech. CSE | DS