Best Big Data & Analytics Colleges in Mumbai - Courses, Fees, Admissions 2026

Amity Online offers various undergraduate, PG Diploma and certificate courses across streams such as Finance, Media & Journalism, Information Technology and Travel & Tourism, Management, Commerce and Art & Humanities. Admission to all the courses is merit-based. Candidates can apply for the desired courses by filling out the Amity University Online application form. Candidates passing the online courses are awarded with a Certificate from Amity University Online and an international university in partnership with edX. The courses are 100% online with self-paced and instructor-led modules.

Mumbai University provides hostel facilities for both, boys and girls. MU has 5 girls' hostels, 2 boys' hostels, and 1 hostel for international students. The MU campus is equipped with CCTV cameras to offer a safe and secure surrounding. The hostels are equipped with basic facilities such as mess, water purifiers, electricity, etc. Rental and paying guest facilities are also available nearby the campus.

Pillai College of Engineering is a renowned institution offering Ph.D, B.E. / B.Tech, M.E./M.Tech. Students can choose these courses to embark on their careers in the field of Engineering. The institute is staffed with highly skilled and experienced faculty members dedicated to delivering these programs. Pillai College of Engineering boasts an impressive review rating of 3.99 based on student feedback at Shiksha. Additionally, it has received a rating of 4.32 for Campus Life, 3.64 for Placements, 3.99 for Faculty, and 4.18 for Infrastructure.

No, KJ Somaiya Institute of Management does not offer direct admission. The institute accepts admission through national entrance exams like CAT, XAT, CMAT, XAT, GMAT, and others. It is mandatory to qualify one of the entrance exams for admission. 

BDes highest and average stipend this year was INR 1.38 lakh and INR 36,115. For MBA Core, highest and aveage stipend in 2024 was INR 4 lakh and INR 1.84 lakh. For MBA HR, it was INR 3 lakh and INR 1.31 Lakh.

The University has released the summer internships statistics for MBA Tech batch 2024-26. Tabulated below are the key highlights of NMIMS summer internships:

Particulars	Statistics (2026 batch)
Highest stipend	INR 1.2 lakh per month (MBA Tech)
Average stipend	INR 32,069 per month (MBA Tech)

The Information Technology (IT) department is generally considered to be the best department in KJSIEIT. They provide a remarkable campus life characterised by a supportive and high-quality crowd. They also offer numerous extracurricular activities, such as intra-dance, street play, project display, paper presentation, and poster presentation. KJ Somaiya Institute of Engineering & Information Technology made it to the top three in a National Youth technovation challenge for engineering colleges.

K J Somaiya School of Engineering is one of the eminent school for Engineering in Mumbai. The school has been ranked under various category such as India Today, Times, The Week, and others. Below mentioned are the KJSSE rankings:

Ranking Body	Category	Rank
Times Ranking 2025	BTech	18
India Today 2025	BTech	41
The Week 2025	BTech	47

Yes, one can get direct admissions at St Xavier's College Mumbai through either their Management quota which usually covers 15% of available seats or through the special reservation for Christian Minority students which covers 50% of the remaining 85% seats. For the Christian Minority reservations must submit documentation such as a Baptism certificate.

Thakur College of Engineering and Technology is a good institution for B.Voc, B.Des, M.E./M.Tech, B.E. / B.Tech courses, and these programs are delivered by highly experienced faculty. Major specialisation at Thakur College of Engineering and Technology are Software Development, Computer Science Engineering, Electronics Engineering, Information Technology, Artificial Intelligence & Machine Learning, Civil Engineering, Mechanical Engineering.

CDAC - Centre for Development of Advanced Computing has been rated 4 on placements.

Yes, MPSTME Mumbai is a recognised college. The Mukesh Patel School of Technology Management & Engineering in Mumbai has been recognised by national bodies such as the University Grants Commission, All India Council of Technical Education, NBA, etc. as well as receiving an NAAC grade of A++ which it shares with the larger NMIMS Deemed to be University Mumbai.

B.K. Birla College of Arts, Science and Commerce is an autonomous college affiliated with the University of Mumbai. It is also an ISO 9001:2015 certified college. BSc & BCom are the flagship courses of the institute.The institute is ranked 6th in India and 5th in Maharashtra under the category 'Private Autonomous ASC College' EducationWorld India Higher Education Rankings Awards 2025–26. Overall, it is a good college.

Direct admission is not available at Somaiya School of Basic and Applied Sciences. Admissions are strictly based on merit through entrance exams & academic performance. Students must qualify through CUET UG, CUET PG or Somaiya Vidyavihar University Entrance Test (SVUET). 

Some of the popular fields in which PG Diploma is offered are as follows:-

• 3D Animation and VFX
• Game Design and Development
• Fashion CAD and Analytics
• Journalism, etc. 

 

School of Mathematical Sciences, NMIMS, Mumbai has below criteria for taking admissions to it's various courses:

Courses	Eligibility
M.Sc.	Candidate must hold a Bachelor's degree in Statistics from any recognised University / institute with mentioned aggregate marks or equivalent grade. OR Candidate must hold a Bachelor's degree with Statistics as one of the subjects in the final year with mentioned aggregate marks or a minimum CGPA of 3 out of 4. Final year students can also apply on a provisional basis. Note: Candidates who have cleared their graduation by doing a part-time course or through distance learning, correspondence courses, externally, open school from recognised University are also eligible.
B.Sc.	Candidates must have passed 10+2 or equivalent examination with Mathematics/ Statistics/ Mathematics & Statistics as compulsory subject and with the mentioned aggregate marks in any stream (Science/ Commerce/ Arts). candidate who has passed 10+2 or equivalent examination from IB Board should be either IB certificate or DP awarded with 24 credits compulsory, having passed 3 HL & 3 SL mandatorily from any stream. Final year students can also apply on a provisional basis.

Vidyalankar School of Information Technology provides programmes including M.Com, M.Sc, B.Com, B.Sc, B.M.M, BBM/BMS in streams such as Accounting & Commerce, Banking, Finance & Insurance, IT & Software, Mass Communication & Media, Business & Management Studies, and are excellent for students to build their careers.

Universal College of Engineering features BTech across 5 specialisations of Civil Engineering, Artificial Intelligence & Machine Learning, etc. The course fee depends on the specialisation which is usually INR 2.84 Lakhs, not accounting for any extra charges / fees such as hostel fees. The college also intends on introducing BVoc courses which have not had their fees announced yet.

Yes, Atharva School of Engineering and Technology does offer several scholarships to eligible students. The college offers the following schemes:

1. Martyr's Daughter Full Scholarship 
2. Meritorious Students Scholarships
3. J&K Student Scholarship
4. North East India Students Scholarships

Combined intake across all courses at Manav Rachna Centre for Distance and Online Education is up to 2850. Manav Rachna Centre for Distance and Online Education offers Degree courses including 8 UG and 5 PG courses. These programs are offerred in Part Time mode.

Engineering job profiles vary across the industry as well as the domain where the person is recruited. Since the popular industries include petrochemicals, civil engineering, construction and other allied industries, the following job profiles are very popular and offer promising career opportunities

Job Profile	Average Annual Income (INR)
Software Engineer	4-8 LPA
Civil Engineer	3-6 LPA
Petroleum Engineer	5-8 LPA
Mining Engineer	4-7 LPA
Mechanical Engineer	3-6 LPA
Aeronautical Engineer	4-7 LPA
Metallurgical Engineer	4-6 LPA
Electrical Engineer	3-6 LPA
Electronics Engineer	3-6 LPA
Chemical Engineer	4-6 LPA

Note- The salary is taken from external sites and may vary.

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