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M.Sc Computer Science (Data Science Specialization)

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M.Sc Computer Science (Data Science Specialization)

Overview

M.Sc. Computer Science(Data science specialization) is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. It involves the use of techniques from statistics, data analysis, machine learning, and computer science. Data science can be applied in a wide range of fields, including business, healthcare, finance, and government, among others. The program emphasizes the development of critical thinking, problem-solving, and collaboration skills, which are essential for success in the professional world. The program is designed to produce graduates who can apply their knowledge to real-world situations and advance technology to solve complex computational problems and contribute to the society.

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M.Sc. Computer Science (Data Science Specialization) Course Matrix (for the Batch 2024-25)

III Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
MCS3SDSEC-01 Statistics for Data Science 4:2:0 5 30+15(T) 70+35 150
MCS3MLEC-02 Machine Learning 3:0:4 5 30+15 70+35 150
MCS3DVTAC-03 Cloud Computing for Data Science 4:0:2 5 30+15 70+35 150
MCS3BDAEC-04 Big Data Analytics 4:2:0 5 30 70 100
MCS3DVTAC-05 Data Visualization 2:0:2 2 15 35 50
OE Open Elective 2:0:2 2 15 35 50
Internship Report 2 50 50
Total 26 750

IV Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
MCS4AMLEC-05 Advanced Machine Learning 3:0:4 5 30+15 70+35 150
MCS40TEC-06 Optimization Techniques 4:2:0 5 30+50(T) 70+35 150
MCS4IOTEC – 07 Internet of Things 4:0:0 4 30 70 100
PR – 01 Project / Viva Voce 12 8 50 150 200
Total 22 600

M.Sc. Computer Science (Data Science Specialization) Course Matrix (for the Batch 2025-26)

I Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
CC-01 Advanced File Structures 3:0:4 5 30+15 70+35 150
CC-02 Advanced Database Management Systems 3:0:4 5 30+15 70+35 150
CC-03 Programming in Python for Data Science 3:0:4 5 30+15 70+35 150
CC-04 Mathematics for Data Science 4:2:0 5 30+15 70+35 150
AC-01 Professional Communication 2:0:0 2 15 35 50
AC-02 Advanced Excel for Data Analytics 2:0:0 2 15 35 50
Total 24 700

II Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
CC-0 Advanced Java Programming 3:0:4 5 30+15 70+35 150
CC-06 Advanced Java Programming 3:0:4 5 30+15 70+35 150
CC-07 Full Stack Web Development 3:0:4 5 30+15 70+35 150
CC-08 Natural Language Processing 4:2:0 5 30+15 70+35 150
AC-03 Cyber Security and Cyber Law 2:0:0 2 15 35 50
AC-04 Design Thinking 2:0:0 2 15 35 50
Communtiy Development Programme 1 50 50
Total 24 750

III Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
CC-09 Deep Learning 3:0:4 5 30+15 70+35 150
CC-10 IOT Analysis 3:0:4 5 30+15 70+35 150
CC-011 Cloud Computing for Data Science 3:0:4 5 30+15 70+35 150
EC-01 Statistics for Data Science 4:2:0 5 30+15 70+35 150
AC-05 Data Visualization 2:0:0 2 15 35 50
OE Open Elective 2:0:0 2 15 35 50
IR Internship Report 2 50 50
Total 26 750

IV Semester

Course Code Name of the Course LTP Cerdits CIA Marks ESE Total Marks
CC-12 Generative AI 3:0:4 5 30+15 70+35 150
CC-13 Block Chain Technology 3:0:4 5 30+15 70+35 150
EC-02 Big Data Analytics 4:2:0 5 30 70 100
PR-01 Project / Viva Voice 12 8 50 150 200
Total 22 600

Career Prospects

Upon the successful completion of M.Sc. Computer Science program, one can find lucrative career opportunities in Software and Computer Hardware related industry. An M.Sc. Computer Science degree mostly helps in acquiring a job position in the IT sector. The IT and ITeS sector has been one of the top employment sectors in India in the past and continues to do so. Current trends show that the sector will increase to grow at a good rate annually. With an expansion in the sector, the employment opportunities are also expected to increase. This estimates a good career prospect for M.Sc. Computer Science graduate.

The college has an active placement cell which:

  • Provides Campus Recruitment Training to hone their skills of both aptitude tests and interview
  • Arranges prominent companies in the city to conduct interviews in the college

Highlights

  • Guest Lectures on various technical and non-technical topics are conducted every week to upgrade their Technical, Social and interpersonal skills
  • Orientation Programme is conducted for freshers enumerating all the rules and regulations of the college and thus educating them about the Campus culture

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Placement Policy & Guidelines for Students

The Placement Policy is applicable to all students registered with the Placement Cell of Mount Carmel College, Autonomous, and is to be followed during their entire tenure at the college.

  1. The Placement Officer & the Placement Coordinator are the facilitators and counsellors for placement related activities and will be responsible for all concerned activities & functioning of the Placement Cell.
  2. The Student Placement Committee will be assisting the Placement Officer & the Placement Coordinator in all activities related to placements.
  3. Neither the College nor the Placement Cell guarantees a job. The Placement Cell will facilitate and coordinate the placement activities on campus including bringing in companies, coordinating the recruitment drives, organizing recruitment training and other related activities leading to the successful placements of the deserving students.
  4. Applying for a company, getting recruited, joining a company is entirely the responsibility/decision of the student concerned.
  5. Opting to register for placements is completely the choice of the students. As some would want to pursue higher studies or other opportunities, such students can refrain from registering with the Placement Cell.
  6. Students are required to check the ELIGIBILITY CRITERIA for registering with the Placement Cell before registering.
  7. All final year students with an aggregate score of 60% and above and with NO ACTIVE BACKLOGS are eligible to register for placements.
  8. All registered students are required to MANDATORILY attend the recruitment training conducted by the Placement Cell and meet the necessary threshold of 75% attendance and 80% completion of the practice tests & assessments to qualify for applying to the cos. Failing to qualify may result in re-training of the student at an additional cost which is to be borne at actuals by the concerned student.
  9. The Placement Cell will notify all the registered students about the upcoming recruitment drives through mails and Whatsapp group notifications and not individually. The students are to be alert and keep a track of the notifications and apply as per their interest and eligibility.
  10. Once a student registers/enrolls for a particular company, she is expected to complete the entire recruitment process as relevant and required. Failing to do so, will result in the student being debarred from sitting for further recruitment drives. Exceptions will be made at the sole discretion of the Placement Cell only in genuine cases. Such cases/reasons to be formally communicated to the Placement Office over mail at least one day prior to the drive.
  11. The student has a choice not to participate in the recruitment process of a company after attending the Pre-Placement Talk. If she decides to continue, then she will be bound by the College Placement Policy to attend the rest of the recruitment process of the company as stated above.
  12. Students will not be allowed to participate in the selection process of a company for which she has missed the PPT.
  13. While the Placement Cell will do its due diligence and bring in the right companies, it is the responsibility of every student to check the company profile, eligibility, Job Profile and the Job Role before applying. The same will also be mailed and/or updated on the Notice Boards or social media groups.
    a. Ex 1- If a company requires the applicant to have an average of 70%, be well assured that you meet the criteria before applying to that company.
    b. Ex 2- If the company requires you to have NO standing arrears/backlogs at the time of attending the placement process, kindly DO NOT APPLY to the company if you do not meet this criterion.
  14. If, after being selected by a company, for some reason the student is not satisfied either with the pay, the timings, work allotted, etc during onboarding, she will need to take it up with the concerned within the company. The Placement Cell will not be able to intervene in internal matters. However, it is important that the students reach out to us in case there are major deviations from the terms mentioned by the company at the time of recruitment.
  15. A student can apply to as many companies as she wants and appear for interviews until the first job is secured. A student will be considered to have secured a job if her name appears in the final select list of a company.
  16. The Placement Office of MCC follows a strict “ONE OFFER PER STUDENT” Policy. However, if a student has been offered a job with a CTC less than or equal to INR 2 lakhs PA, she can opt to apply for ONE more company, subject to prior formal approval by the Placement Office.
  17. Once a student’s name appears in the final selects of a company, it is obligatory for the student to accept the offer. Rejecting offers is strictly not allowed. Defaulters will be required to submit a letter to the Principal along with a penalty fee which could be equivalent to one month’s salary being offered by the said company.
  18. Recruitment Process: All companies generally follow the following procedure (however they could be exceptions) –
    a. Presentation about the company & Job Profile (Pre-Placement Talk)
    b. Written Exam (Aptitude / Technical Test)
    c. Group Discussion and/or Task (Assignments)
    d. Interview (Technical/HR/Others)
    e. Verification of Documents
    f. Offer Letter
  19. Students are to strictly ensure the following for all recruitment drives:
    a. Must report on time as mentioned in the schedules
    b. Wear Business Formals for every recruitment process. Students wearing casuals during recruitment process will be sent back
    c. Always carry one folder containing resumes (2-3 copies), passport size photos, copies of mark sheets, certificates & stationery
    d. Compulsorily carry College & Govt. ID Cards
  20. Most companies require applicants to have Govt. ID – Aadhar & PAN. Hence it is advised for all students to apply for these before registering for placements.
    Students are not allowed to contact the Company / HR team directly for any reason through the recruitment process. In case of any issues or concerns, they are advised to contact their Placement Office and discuss their problems.
  21. Strict action will be taken against students found to be engaged in maligning the College or the Placement Office with the companies. Any grievances you may have, are to be brought to the notice of the of the Placement Officer for resolution.
  22. If a student makes any false claims in the Resume/Student Registration Form, her registration will be cancelled immediately and job offer if any, will be revoked.
  23. All companies conduct a thorough background check/verification. If the company finds that you have manipulated your marks / documents in any manner/or mis-represented any information, your job offer will be terminated, and your name will be blacklisted.
  24. Strict discipline needs to be followed by every student during the recruitment process. Any sort of indecent behavior/misbehavior which affects the decorum of the Placement Cell or the reputation of the College or the Company, will attract severe penalty and disqualification.
  25. Unless explicitly permitted by the companies, use of mobile phones is strictly prohibited during the recruitment process.
  26. Malpractice in all forms or marking proxies during the selection process and beyond, is strictly prohibited and those caught indulging in such activities would be debarred from the placement process. Also, note that no concessions in any form shall be made in such cases.
  27. It may happen that the campus recruitment process can stretch till late evenings. Students are required and prepared to be available accordingly. In case of off-line drives, students are to inform their parents and should arrange their own transportation.
  28. In case of virtual (online) recruitment drives, it is the responsibility of the students to ensure they have the necessary equipment (laptop/PC with functional webcam and mic) and sufficient internet bandwidth for seamless conduction of the process.
  29. Students are required to provide correct email IDs and contact numbers at the time of registration. These will be used for all communication from the Placement Cell and the recruiting companies. The onus is on the students to ensure the contact details provided are correct and up to date.
  30. Students are advised to check their mails regularly as all communication related to placements will be sent through mails.
  31. It is mandatory that once you receive an Intent Letter/Offer Letter from the Company, a copy must be submitted to the Placement Office. Failing which, the end semester examination Hall Ticket/results will be withheld.
  32. All students registered for placements will be bounded by the Attendance Policy of the College. Any exception to the above is permitted only through formal approval of the Placement Office and the respective Department Heads.

WE EXPECT OUR STUDENTS TO BE PROFESSIONAL AND UPHOLD THE VALUES OF THE COLLEGE AT ALL TIMES.

For all matters not covered in the above policy, the Placement Office will use its discretion to take appropriate decisions as and when required.

The above guidelines are to ensure a smooth process in the best interest of our students and the participating companies.

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