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The Master of Computer Applications [MCA] (Machine Learning) at Surana College (Autonomous), Kengeri, Bangalore is a 2-year full-time postgraduate program approved by AICTE and affiliated to Bangalore University. The MCA department was established in 2000 and currently has an intake of 120 students. The program has been accredited by NBA for 3 years (January 1, 2026 to December 31, 2028), making it one of the few MCA programs in Bangalore with NBA accreditation. The Machine Learning (AI/ML) specialization is offered in the 3rd and 4th semesters, covering Artificial Intelligence, Machine Learning, Natural Language Processing, Big Data Analytics, Deep Learning, Computer Vision, Generative AI, and Data Science. Total fees for the MCA program are Rs. 4.00 Lakhs for the complete 2-year duration (Rs. 2.00 Lakhs per year). The program is popular among students seeking careers in AI, machine learning, data science, and software development, as it combines strong computer science fundamentals with cutting-edge AI/ML specialization.

Admissions for the 2026-27 academic year are currently open. Admission to the MCA program is primarily through Karnataka PGCET 2026 (for government quota) and Karnataka K-MAT (for management quota). The Karnataka PGCET 2026 for MCA is scheduled on May 14, 2026. The batch typically commences in October-November following the counselling process.

Key Points

The MCA (Machine Learning) program at Surana College has been accredited by NBA for 3 years (January 1, 2026 to December 31, 2028), a significant quality recognition.
The AI/ML specialization in Semester III and IV covers Artificial Intelligence, Machine Learning, Natural Language Processing, Big Data Analytics, Deep Learning, Computer Vision, Explainable AI, and Generative AI.
Students also have the option to choose Cloud Computing as an alternative specialization in Semester III and IV.
The department offers value-added certificate programs in Python, MySQL, ReactJS, Django, Tableau, and Django REST API to enhance employability.
The MCA department has secured 8 university ranks and 3 gold medals, reflecting strong academic performance.
The department has a dedicated IT club called "Sadhana" that conducts weekly events including aptitude tests, coding challenges, mock interviews, and paper presentations.
Industry certifications in AWS, Oracle, and Microsoft are encouraged as part of the continuous improvement plan.
The department has training partnerships with QSpiders and Palle Technologies for placement preparation.

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Fees
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Scholarships
Placements
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FAQs

Surana MCA Fees

The total fee for the MCA program at Surana College is Rs. 4.00 Lakhs for the complete 2-year duration, payable at Rs. 2.00 Lakhs per year. This is one of the most competitively priced NBA-accredited MCA programs in Bangalore. The fees cover tuition and institutional charges; hostel and other personal expenses are additional.

Fee Components

Fee Component	Year 1 (Rs.)	Year 2 (Rs.)	Total (Rs.)
Tuition Fee	2,00,000	2,00,000	4,00,000
Other Charges	As applicable	As applicable	-
Total Fees	2,00,000	2,00,000	4,00,000

Fees are subject to revision as per Bangalore University and AICTE norms.
Hostel facility is available at the Kengeri campus; hostel fees are separate and not included in the above.
Karnataka government fee reimbursement schemes (for SC/ST/OBC/Minority students) may be applicable subject to eligibility.
Students are advised to confirm the exact fee structure with the admissions office at the time of admission.
No EMI option is explicitly mentioned; students are advised to confirm payment schedule with the admissions office.

Surana MCA Admission 2026-27

Admissions to the MCA (Machine Learning) program at Surana College for 2026-27 are open. The primary admission route for government quota seats is through Karnataka PGCET 2026 (MCA), scheduled on May 14, 2026. Management quota admissions are through Karnataka K-MAT. Eligibility requires any 3-year graduation degree with Mathematics or Statistics at PUC (10+2) or graduation level, and a minimum of 50% aggregate marks.

Surana College MCA Admission Dates

Event	Date
Admissions Open (2026-27)	Open (as of March 2026)
Karnataka PGCET 2026 Registration (Tentative)	First week of April 2026
Karnataka PGCET 2026 Last Date to Apply (Tentative)	Third week of April 2026
Karnataka PGCET 2026 Exam (MCA)	May 14, 2026
Karnataka PGCET 2026 Results (Tentative)	First week of June 2026
KEA Counselling / Seat Allotment (Tentative)	July - August 2026
Batch Commencement (Tentative)	October - November 2026

Entrance Exam Dates

Exam	Exam Date	Remarks
Karnataka PGCET 2026 (MCA)	May 14, 2026	Primary exam for government quota seats
Karnataka K-MAT	As per KEA schedule	For management quota seats

Note: Karnataka PGCET is the primary exam for government quota MCA admissions. Management quota admissions are through K-MAT. Students are advised to confirm the latest admission policy with the admissions office.

The dates mentioned above are tentative and subject to change.

Eligibility Criteria

Candidates must hold any Bachelor's degree of minimum 3 years duration (10+2+3) from a recognized university.
Mathematics or Statistics must have been studied at PUC (10+2) level or at graduation level.
Minimum 50% aggregate marks at graduation level (45% for SC/ST/OBC reserved category candidates).
Valid score in Karnataka PGCET (MCA) for government quota or K-MAT for management quota.

Admission Process

Register and appear for Karnataka PGCET 2026 (MCA) on May 14, 2026 (for government quota).
For management quota, appear for Karnataka K-MAT as per KEA schedule.
Participate in KEA counselling process for seat allotment.
Submit required documents: graduation mark sheets, PUC/10+2 mark sheets showing Mathematics/Statistics, entrance exam scorecard, transfer certificate, and identity proof.
Complete fee payment to confirm the seat after allotment.

Surana MCA Scholarships 2026

Surana College offers institutional scholarships and government scholarship schemes for MCA students. Students from SC/ST/OBC/Minority categories can avail of Karnataka government post-matric scholarships and fee reimbursement schemes. Institutional concessions are available for staff children and alumni families.

Scholarship Details

Scholarship Name	Eligibility	Amount / Benefit
Karnataka Post-Matric Scholarship (SC/ST)	SC/ST students with family income below prescribed limit	Full/partial fee reimbursement as per government norms
Karnataka OBC/Minority Scholarship	OBC/Minority students with family income below prescribed limit	Partial fee reimbursement as per government norms
SEI-SAMARTHAN & EWS Scholarship	Teachers' / Defense / Single Parent children with min. 60% in graduation; EWS (annual income < Rs. 1 Lakh)	Up to Rs. 3,000
SEI Staff Children Concession	Children of SEI staff	50% - 80% on tuition fee
Alumni Children / Siblings Concession	Children or siblings of Surana College alumni	Up to 50% on tuition fee

Karnataka government scholarships (ePASS) are available for eligible SC/ST/OBC/Minority students; students must apply separately through the Karnataka government portal.
Institutional scholarships are subject to management approval and availability.
Students are advised to check with the admissions office for the latest scholarship details at the time of admission.

Surana MCA Placement 2026

The MCA (Machine Learning) department at Surana College has a strong placement record, with students placed in IT services, product development, and BFSI sectors. The department has structured pre-placement training through aptitude tests, coding practice, technical mock interviews, and soft skills sessions. Training partnerships with QSpiders and Palle Technologies further enhance placement readiness. The department encourages students to obtain industry certifications in AWS, Oracle, and Microsoft, and promotes internship-to-PPO pathways.

Placement Details

Placement Metric	Details
Key Recruiters	CGI, Turing Minds, Cordis.us, Elecsis InfoTech, Federal Bank, Coreflex Solutions, Agile Point, QSpiders, Kramah Software, Everest IMS, Eligarf Technology, Palle Technologies, Vegam.IO, Iween Software Solutions, TCS, Infosys
Training Partners	QSpiders, Palle Technologies
Industry Certifications Encouraged	AWS, Oracle, Microsoft

Note: Course-specific (MCA Machine Learning) placement data is not separately published. The above reflects overall MCA department placement information.

Surana MCA FAQs

Ques. What is the difference between MCA (Machine Learning) and MCA (Cloud Computing) at Surana College?

Ans. Both specializations share the same core curriculum in Semesters I and II (Java, Data Structures, Web Technologies, Mobile App Development, etc.). In Semesters III and IV, MCA (Machine Learning / AI) focuses on Artificial Intelligence, Machine Learning, Natural Language Processing, Big Data Analytics, Deep Learning, Computer Vision, Explainable AI, and Generative AI. MCA (Cloud Computing) focuses on Cloud Computing platforms, Parallel and Distributed Computing, Cloud Networking, Software and Economics, and DevOps for Cloud. Students interested in AI/ML careers should choose the Machine Learning specialization, while those targeting cloud infrastructure and DevOps roles should choose Cloud Computing.

Ques. Is Mathematics mandatory for MCA admission at Surana College?

Ans. Yes. Mathematics or Statistics must have been studied either at the PUC (10+2) level or at the graduation level. This is a mandatory eligibility requirement for MCA admission as per Bangalore University and AICTE norms. Students who did not study Mathematics at 10+2 but studied it as a subject during their graduation (e.g., BCA, B.Sc Computer Science) are also eligible.

Ques. What is the NBA accreditation for Surana College's MCA program, and why does it matter?

Ans. The MCA program at Surana College has been accredited by the National Board of Accreditation (NBA) for 3 years from January 1, 2026 to December 31, 2028. NBA accreditation is a quality certification by AICTE that validates the program's curriculum, faculty, infrastructure, and outcomes against national standards. It is a mark of quality assurance and is recognized by employers and higher education institutions. Students from NBA-accredited programs are often preferred by top recruiters.

Ques. What career opportunities are available after MCA (Machine Learning) from Surana College?

Ans. Graduates can pursue careers as Machine Learning Engineers, Data Scientists, AI Engineers, NLP Engineers, Computer Vision Engineers, Deep Learning Researchers, Cloud Architects, Software Developers, and Full Stack Developers. The AI/ML domain is one of the fastest-growing in the IT industry, with strong demand from companies in technology, healthcare, finance, e-commerce, and automotive sectors. Many graduates also pursue higher studies (M.Tech, Ph.D.) or research roles.

Ques. Does Surana College's MCA program offer any industry certifications or value-added courses?

Ans. Yes. The MCA department offers value-added certificate programs in Python Preliminaries and Data Visualization, MySQL Workbench, Web Application Development in ReactJS, Django Web Application Development, Data Visualization using Tableau, and Django REST API. The department also encourages students to obtain professional certifications in AWS, Oracle, and Microsoft as part of the continuous improvement plan. These certifications significantly enhance employability.

Ques. What is the Sadhana IT Club, and how does it benefit MCA students?

Ans. Sadhana is the IT club of the MCA department at Surana College, established in 2005-06. It is a weekly student-run event that focuses on enhancing soft skills and technical skills required for the IT industry. Activities include aptitude tests, app development challenges, web designing, group discussions, mock interviews, paper presentations, and panel discussions. Sadhana helps students build communication skills, technical knowledge, leadership qualities, and confidence, making them more industry-ready by the time they graduate.

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Surana College Bangalore MCA Machine Learning: Fees 2026, Course Duration, Dates, Eligibility

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