Bachelor of Computer Applications (BCA) with Specialization in Machine Learning - HCLTech
Bachelor of Computer Applications (BCA) with a dual specialization is an undergraduate degree program that focuses on computer applications and software development with skills in Machine Learning.
The program is offered in co-design, co-delivered and co-certified model in association with HCLTech and a few courses are taught by the subject matter experts from IT Industry to prepare the students to become Industry ready for creating solutions for the society.
Career Opportunities
The skills gained are valuable across industries like healthcare and finance, where intelligent systems and predictive analytics are transforming operations. The growing demand for data science expertise ensures a wealth of opportunities for proficient professionals.Whether you're aiming for a career in India or exploring global finance roles, this integrated ACCA pathway opens doors to high-growth opportunities in over 180 countries.
- Eligibility Criteria
- Course Structure
- Fee Structure
- Scholarship
- USPs of program
- Other Specialization
Eligibility Criteria
To pursue this program student must have
Course Structure
| S. No. | Course Title | S. No. | Course Title | |
| 1 | Mathematical Foundation | 1 | BA1201 | Object Oriented Programming and UML |
| 2 | Programming in C | 2 | BA1202 | CBNT |
| 3 | Fundamentals of computer | 3 | BA1203 | Data Structure |
| 4 | Emerging technologies in IT | 4 | BA1204 | Python Programming |
| 5 | Environmental Studies | 5 | BA1205 | Digital Electronics |
| 6 | Technical Communication | 6 | Design Thinking | |
| 7 | University Elective (Open Elective) - 1 |
| S. No. | Course Title | S. No. | Course Title | |
| 1 | Database Management System (SQL) | 1 | Operating System | |
| 2 | Computer System Architecture | 2 | Software Engineering & Project Management | |
| 3 | Java programming | 3 | Using Advance Python Libraries | |
| 4 | Prompt Engineering fundamentals and AI tool application | 4 | Agile Development Methodology | |
| 5 | Department Elective - I | 5 | Department Elective - II | |
| 6 | Indian Knowledge System | 6 | Design and Analysis of Algorithm | |
| 7 | Social Internship - 1 | 7 | Advance Java programming | |
| 8 | Life skills and personality development | 8 | University Elective (Open Elective)-2 | |
| S. No. | Course Title | S. No. | Course Title | |
| 1 | Computer Networks | 1 | Quantative Techniques & Logical Reasoning 2 | |
| 2 | Web Technologies | 2 | AI and Machine Learning application | |
| 3 | PL-SQL | 3 | Department Elective - IV | |
| 4 | Machine Learning & Deep Learning | 4 | Major Project | |
| 5 | Department Elective - III | 5 | Professional Communication | |
| 6 | Minor Project | 6 | University Elective (Open Elective) - 3 | |
| 7 | Quantative Techniques & Logical Reasoning 1 | 7 | ||
| 8 | Social Internship - 2 | 8 | ||
| S. No. | Course Title | S. No. | Course Title | |
| 1 | Summer Internship | 1 | Research paper writing | |
| 2 | IoT | 2 | Thesis | |
| 3 | Git and Github | |||
| 4 | Cloud Computing | |||
Fee Structure
BCA with Dual Specialization 2026-29
Data Analytics / Machine Learning in association with HCLTech
| Fees | I Semester | II Semester | III Semester | IV Semester | V Semester | VI Semester |
|---|---|---|---|---|---|---|
| Admission Fee | 10,000 | - | - | - | - | - |
| Tution Fee | 49,500 | 49,500 | 54,500 | 54,500 | 59,000 | 59,000 |
| University Examinations Fees | 5,500 | 5,500 | 5,500 | 5,500 | 5,500 | 5,500 |
| Total | 65,000 | 55,000 | 60,000 | 60,000 | 64,500 | 64,500 |
| Security (Refundable) | - | - | 10,000 | - | - | - |
| Other Incidental Compulsory Charges | ||||||
| Charges for Uniform (Dress Camp) | 9,500 | - | - | - | - | - |
| Book Bank (EET Library) | 4,500 | - | - | - | - | - |
| Career Development Cell Membership | - | - | - | - | 7,500 | - |
| Alumni Registration + 1 Year Enrollment | - | - | - | - | - | 5,000 |
| Online ERP Fee | 1,000 | 1,000 | 1,000 | 1,000 | 1,000 | 1,000 |
Fee is subject to change. For updated fee structure kindly visit www.doonbusinessschool.com / www.dgu.ac
All under graduate degrees can be converted into the respective Hons. program through following pathways Research/Industry Attachment/Start-Up/Super Specialised Courses
Students opting for Hons. program, will continue to pay the same semester fee as in their previous semester
Scholarship
For Undergraduate Students for 2025-26 intake
| CATEGORY | All India | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SCHOLARSHIPS | 10.00% | 20.00% | 30.00% | 40.00% | 50.00% | 60.00% | 70.00% | 80.00% | 90.00% |
| 12th Percentage (Any Central Board) | 80.00-84.99 | 85.00-89.99 | 90.00-92.50 | 92.60-94.99 | 95 | 96 | 97 | 98 | 99 |
| JEE Percentile | 75-79.99 | 80 - 84.99 | 85 - 89.99 | 90 - 94.99 | 95-95.99 | 96-96.99 | 97-97.99 | 98-98.99 | 99-100 |
| CUET Percentile | 88 - 89.99 | 90-91.99 | 92-93.99 | 94-94.99 | 95-95.99 | 96-96.99 | 97-99.99 | 98-98.99 | 99-100 |
Note: Best 4 Core Subjects only (SUPW, Physical Education and Non Academic Subjects will not be considered)
Satya Devi Special Scholarship for Bihar Students
(BSCC Eligible)
Get a one-time non-returnable grant of Rs.2.5 Lakh Or 25% Scholarship on tuition fees whichever is lower
For B.Sc. Agriculture/ Forestry / Agri Business
(Dr. S. K. Gupta Memorial Scholarship)
25% Scholarship on tuition fees
Scholarship for Uttarakhand Domicile
25% on Tuition Fee
Scholarship for Single Mother (All India)
10% on Tuition Fee
Scholarship for Teacher Ward (All India)
10% on Tuition Fee
Scholarship for Defence Personal Ward (All India)
10% on Tuition Fee
Note: No two scholarships can be clubbed together, if any student eligible for two scholarships may choose the higher scholarship from the respective category.
Procedure
- Students registering for scholarship should apply on the prescribed form avaliable with the institute or on website at the time of interview before confirmation of admission. Students who do not apply before confirmation of admission wlil not be eligible for merit scholarship.
- Students should submit photocopies of all mark sheets and certificates required as above for entitling the scholarship.
- Upon your official confirmation of admission with the DBSG, you wlil receive a formal scholarship offer letter / confirmation.
- The scholarship wlil be disbursed semester wise.
- In case the result of the previous semester has not been declared tlil the last date of submission of fees for the next semester, the student may provisionally submit fees equivalent to the last semester fees but in case falis to get the required marks wlil have to submit the balance fees.
- Whlie applying for a scholarship and fliling in the percentage of class XII marks, applicants are required to consider the aggregate of Best 4 core subjects in their XII boards (SUPW, Physical Education and Non Academic Subjects wlil not be considered).
- Scholarship amount will be calculated on General (basic) tuition fee for per semester and subsequently thereafter.
However the scholarship for 3rd semester onwards wlil be subject to:
In case any of the above criteria is not fulfliled the scholarship for the next semester wlil be withdrawn.
- 75% attendance to be maintained in each subject individually in the preceding semester. Please note that Third Semester Scholarship depends on First semester performance and Fourth semester Scholarship on second semester.
- 70% marks in cumulative score in all subjects.
- Students shall not be involved in any disciplinary action of misconduct where a penalty or fine is imposed by the Proctorial board.
- Students shall take a good moral character certificate from the course coordinator every year and submit the same with the Registrar.
- Students should give an undertaking of being avaliable at all time during the course for any brand ambassador activities and also in case of events/goodwlil programmes.
- There should be no discontinuation in study. In case of transfer to any other institute, the scholarship given wlil have to be refunded prior to issue of College Leaving Certificate.
- Students need to send a thank you letter to the Board of Trustees for the Generous Scholarship every semester.
Disclaimer
USPs of program
Experiential Learning
Emphasis on hands-on experience through labs, projects and internships.
Project-Based Learning
Courses designed around practical projects that solve real industry problems.
Industry-Relevant Subjects
- Optimum Student to Teacher Ratio
- Faculty members with average experience 15 plus years
- Blend of Experience in Academics, Research and Industry with International Exposure.
- T Skills program
- 3 Internships and 4 Projects
- Training and teaching by Industry experts
- Almost all the top Industry Visit the campus
- Experiential Learning through project-based labs
- Labs over collaborative platform used by the Industry
- iOS Development at offering
- Quality Education with Experience at worthwhile Cost!!!
"T" Skillset Development
The hallmark of our programs is the "T" Skillset model. This approach ensures that students gain:
Depth of Technological Knowledge : Specialized expertise in one core area of IT.
Breadth of Domain Knowledge : A broad understanding of related domains to apply their core expertise effectively.
This model equips graduates with a comprehensive skillset that is highly valued in the industry, making them versatile and adaptable professionals.
Student Engagement and Opportunities
- Three Internships : Opportunities to work with leading companies, gaining valuable industry experience.
- Four Projects : Collaboration on innovative projects that push the boundaries of current technology.
- Industry Partnerships : Direct interaction with industry experts through seminars, workshops, and mentorship programs.
- Internships with Leading Tech Companies
- Industry-Centric Research Projects
- Faculty-Student Research Collaboration
- Research Conferences and Publications
- Soft Skills Training
- Networking Mixers and Industry Panels
- Alumni Mentorship Programs
- Start-up Incubators/Accelerators
- Innovation Challenges and Business Plans
- Student-Led Technical Clubs
- Interdisciplinary Courses and Minors
- Community Engagement & Social Impact
Lifelong Learning and Problem-Solving Abilities
Our programs are designed not only to impart theoretical knowledge but also to instil critical problem-solving skills and a commitment to lifelong learning. Graduates will be prepared to:
- Adapt to Changing Technologies
- Stay ahead in the fast-paced world of IT.
- Innovate and Create
- Develop intelligent solutions to complex problems.
- Contribute to Society
- Provide effective solutions for societal,
- industrial, and research challenges.
Choose the Department of CSE, School of Advanced Computing at DBS Global University and become part of a dynamic community dedicated to shaping the future of computing. Our programs will empower you with the skills, knowledge, and experience needed to excel in your career and make a meaningful impact in the world of technology.
Other Specialization
Latest Trends in Industry
In the dynamic field of Data Analytics, several trends are reshaping how organizations derive insights from vast datasets. Augmented Analytics emerges as a transformative force, integrating machine learning and AI to enhance data preparation, insight discovery, and sharing. The rise of generative AI addresses the need for transparency in complex analytics models, fostering trust and understanding. Real-time analytics gains prominence, enabling businesses to make swift and informed decisions. Edge analytics processes data closer to the source, reducing latency and optimizing efficiency.
Data governance and privacy compliance become critical with the increasing focus on ethical data use. Collaborative analytics platforms foster teamwork and knowledge-sharing among data professionals. These trends collectively propel Data Analytics into a new era of advanced capabilities, efficiency, and responsible data management.
Industry Collaboration
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Placements
Enjoy Everyday while Ensuring Great Career
Thanks to DGU’s mock interviews, value‑added courses, and hands‑on projects I developed confidence, communication skills and real-world business sense. The practical exposure and industry-aligned learning helped me step into Indigo Paints Limited ready to perform and grow.
From engaging campus activities to hands-on projects, DGU made learning practical and exciting. This experience helped me step into Reliance Retail ready to make an impact.
One thing that really helped me during the placement season was the confidence I gained from the mock sessions. My professors pointed out mistakes I hadn’t even realized I was making and gave me valuable tips that made the process smoother. This foundation prepared me well for my role at Asian Paints Ltd.
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DBS Global University’s rigorous learning environment and hands-on experiences challenged me to grow constantly. This preparation gave me the confidence and skills to step into Grant Thornton Bharat LLP with readiness.
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DBS Global University’s practical projects and faculty guidance helped me build real-world skills and confidence. This preparation enabled me to step into Prism Johnson ready to contribute effectively.
At DBS Global University, engaging in practical projects and hands-on learning enhanced my skills and confidence, equipping me to step into my role at Phronesis Partners with clear direction and focus.
Through DBS Global University’s hands-on projects and skill-focused sessions, I gained practical experience and strengthened my confidence. These opportunities equipped me to make meaningful contributions at Digital Marveled Private Limited.
DGU helped me grow into someone who can take on challenges with confidence and clarity. My placement at Extramarks Education feels like the right step toward building a meaningful career.
DGU shaped my skills through constant guidance, practical exposure, and a supportive environment. Getting placed at High Beam Global feels like a strong beginning to my professional journey.
Student Education Immersion Program
Study Abroad Opportunities for Global Careers
DBS Global University offers students flexible and impactful study abroad pathways designed to build global competence and career readiness. Backed by a strong network of 50+ MOUs across 20+ countries, the University enables meaningful international exposure through Short-Term Global Immersion Programs, Credit Transfer Study Abroad Programs, and Dual Degree & Long-Term Global Pathways.
Through strategic partnerships with institutions across Australia, USA, Europe, Malaysia, Singapore, Dubai, Thailand, Indonesia, Turkey, Hong Kong and Russia, students benefit from internationally benchmarked curricula, industry exposure, multicultural classrooms, and cross-cultural learning. These experiences integrate academics with experiential learning, global networking, and real-world insights—empowering students with a global mindset, enhanced employability, and the skills required for successful international careers.
