Question 1

Course Curriculum

Accepted Answer

1. What is the scope of the MPS in Analytics program?

The MPS in Analytics is an engaging yet rigorous 8 months online(with IIIT-Bangalore) and 15-months on-campus(Northeastern University, U.S.A.) program designed for students to develop practical knowledge and skills, establish a professional network, and accelerate entry into the field of management, informatics and information technology. The student as part of this program will receive dual certification - an Advanced Certificate Program in Data Science from IIIT Bangalore and a Master’s degree in MPS in Analytics from Northeastern University U.S.A.

2. What should I expect from MPS in Analytics?

Northeastern University's MPS in Analytics program equips students with the skills needed to meet the high demand in the field of data analytics. The curriculum focuses on essential areas such as statistics, technology, and business intelligence, and provides hands-on experience through real-world projects. With diverse programming options, students can tailor their studies to align with their interests and career goals. Additionally, the program facilitates the development of a strong professional network, allowing students to connect with industry leaders. Graduates of the program can pursue rewarding careers as Data Analysts, Data Scientists, Business Analysts, Data Engineers, Risk Analysts, Market Research Analysts, Machine Learning Engineers, and Data Visualization Specialists. Upon program completion, students also have the opportunity to apply for OPT in the U.S.A., and receive support from Northeastern University Career Services to kickstart their careers in the United States.

3. Which topics are going to be covered as part of the online coursework?

The program is designed for professionals with limited data analytics experience to help them build their understanding from the basics to an advanced level. The program covers tools such as Python, MySQL and Excel, as well as important Data Science concepts such as statistics and exploratory data analytics, regression, clustering, tree models, model selection, principal component analysis, machine learning & artificial intelligence, Aligned Mathematical Theory, applications, signal processing and many more.

4. What type of learning experience should I expect from the online coursework?

The online learning experience will be a mix of interactive lectures from industry leaders as well as world-renowned faculty. Additionally, the program comprises live lectures dedicated to solving your academic queries and reinforcing learning. The on-campus learning experience will offer students the opportunity to engage directly with faculty.

5. Is any certification granted at the end of the program?³

Post successful completion of the online program, an Advanced Certificate Program in Data Science certificate would be awarded from IIIT Bangalore and on completion of the on-campus degree program, a Master's degree in MPS in Analytics shall be conferred upon by Northeastern University.

6. Can I sign up only for a few specific modules if I am interested in it?

No, the program is designed to be completed in its entirety, and cannot be taken as standalone modules.

7. What is a co-op program at Northeastern University?

Co-op programs at Northeastern University are academic programs that combine classroom learning with practical work experience in a professional setting. Students have the opportunity to gain real-world skills, industry connections, and enhance their resumes through immersive full-time work opportunities. Northeastern is a global leader in co-op education, consistently ranked as the #1 co-op program in the nation.

8. Does this course at Northeastern University offer a co-op component?

Yes, this program has a co-op component. Students enrolled in this course will have the opportunity to participate in a co-op experience, allowing them to apply their classroom knowledge in real-world work setting.

9. How do I enroll in the program, and when do I need to declare a Graduate Co-op track?

Once students are on campus, they should contact their graduate academic advisor to declare a Graduate Co-op concentration. Students start their first co-op the second semester of their sophomore year or during the summer after their sophomore year.

10. Will I be paid during Graduate co-op?

In many cases, co-op opportunities are paid positions. However, compensation varies depending on the industry, job market, or other special circumstances. Whether paid or unpaid, all of our co-ops offer unparalleled industry experience with a variety of employers.

11. What are the various work locations available for Graduate co-op opportunities at Northeastern University?

Northeastern University offers a wide range of work locations for Graduate co-op opportunities. These opportunities are available in over three dozen states across the United States and in approximately 90 countries worldwide. While many students opt to work in the Boston area, Northeastern encourages students to be open-minded and flexible about their work location to ensure a rewarding experience and to broaden their future career prospects. The university particularly emphasizes the benefits of international co-op experiences, which provide students with a unique perspective on their work and the chance to explore different parts of the world. Students are advised to consult with their co-op coordinator to explore the available options and understand the specific requirements associated with each location.

12. How much commitment does a co-op program require?

While full time co-op shall require a commitment of 32-40 hours/week over 3-6 months, Part-time co-op shall require a commitment of 15-31 hours/week over 3-6 months.

Question 2

About Northeastern University, USA

Accepted Answer

1. Why should you pursue MPS in Analytics from Northeastern University, U.S.A.?

Students can choose from diverse programming options with industry-defined curricula and a credit-bearing experiential requirement.
Students build a comprehensive portfolio of real-world projects highlighting their proficiency in essential technologies, visualization, and communication techniques.
Ability to learn to translate information into actionable recommendations, showcasing their extensive skill set and capabilities.
Students acquire a core analytical skillset, a solid base for further developing specialized technical skills or industry-specific applications.
Students become part of a vast network of analytics professionals, fostering valuable connections and collaborations within the field.
The opportunity to build connections with industry leaders and peers allows students to leverage their Northeastern education beyond their formal academic journey.
Students are encouraged to anticipate and actively contribute to the future direction of data analytics, shaping the field with innovative ideas and insights.
Northeastern University alums hold positions at renowned companies like Dell EMC, JPMorgan Chase & Co., ADP, Staples, and Interactive Data, serving in roles related to Information Technology, Operations, Program and Project Management, Business Development, and Entrepreneurship.
MPS in Analytics graduates can pursue various career paths, such as Data Analyst ($65,422/year), Data Scientist ($104,094/year), Business Analyst ($82,357/year), Data Engineer ($97,848/year), Risk Analyst ($72,330/year), Market Research Analyst ($71,627/year), Machine Learning Engineer ($109,277/year), and Data Visualization Specialist ($74,087/year).

2. Do living costs differ based on the campus I choose?

Different campuses will have varying living costs, and for this particular course at Northeastern University, the options available, along with their respective annual living costs, are as follows:

Arlington: $14,000
Portland: $24,000
Seattle: $22,900
Silicon Valley: $16,000

3. Can international students work to pay for their educational expenses?

All students in the USA with a valid F-1 Visa are not eligible to work off-campus. Rather, such students are eligible to work on-campus as graduate assistants or research assistants or other on-campus ad-hoc jobs and receive compensation, beginning in their first semester. The list of available positions will be provided in advance of the Fall semester (please note the number of these positions are limited and not guaranteed).

4. Will I be supported for TOEFL/IELTS/PTE or other English language exams during this program?

Yes, upGrad will help you prepare for the English proficiency test to establish your current English proficiency to be eligible for the Master's program in the U.S.A.

5. When will I go to Northeastern University, U.S.A.?

Northeastern University offers 3 intakes for students coming through the accelerator route. The first intake of the year will be the January (spring) intake and the second intake of the year will be April and third intake will be September (Fall). Though the application process for Northeastern University will start during the IIIT Bangalore online program, you will be able to go to Northeastern University in the nearest intake which is at least 3 months away from completion of your IIIT Bangalore program.

6. When will I get an Offer Letter from Northeastern University?

upGrad will apply for you to Northeastern University once all the documents are provided by you (as given in the offer letter issued to you by upGrad). Apart from the documents mentioned in the offer letter of Northeastern University you will have to give proof of English proficiency for application of admission in Northeastern University. upGrad will support you to get your English proficiency scores within 3 months of the start of the batch to accelerate this process.

Question 3

Selection Criteria

Accepted Answer

1. How do I know if the program is right for me?

Strong academic background, particularly in the Science stream, is desirable.
Ideal for individuals seeking career opportunities as Project Manager, Sales Manager, Financial Analysts, Business Manager, Cybersecurity Analysts
Learners who are seeking to build their career as a Data Analysts
Individuals seeking to meet the growing demand for skilled analysts, as it provides a STEM-designated graduate degree that teaches core competencies crucial for success in the field, along with practical experience in real-world projects.

2. Is there any minimum educational qualification required to take this program?

To be eligible for the program, the following criteria need to be fulfilled:
For IIIT Bangalore:

Students who have appeared for 10 + 2 examinations, (e.g. A level, CBSE, HSC, IBDP, ISC, etc.) from science stream with 60% marks or above.
B.Engg / BTech / B.Sc / BCA in CS/IT with minimum 65% marks or 3 GPA. Maximum backlogs (ATKTs) accepted will be 3.
Applicants need to score a minimum of Grade B in all MATH and Programming subjects.

For Northeastern University:

An aggregate score of 3.0 GPA and above in the Advanced Certificate Program in Data Science with a minimum of 3.0 GPA in each course.
English Proficiency Requirements are TOEFL iBT >= 79 with a writing portion of 20 or IELTS score >= 6.5 with no band lower than 6 or PTE >= 53 or Duolingo >= 105.

3. Is work experience required for this course?

A relevant professional work experience is recommended but not mandatory.

4. What is the selection process for this program?

There are 4 simple steps in the Admission Process which is detailed as.
Step 1- Complete Application -Complete your application and submit the required details. The Admissions Committee will then review your application - which include your work experience & educational background.
Step 2- Apply for the Scholarship- Submit your Statement of Purpose to join a IIITB program.
Step 3- Get Shortlisted & Receive the Offer Letter- Upon qualifying, an Offer Letter will be sent to you confirming your admission to the course.
Step 4- Block your Seat - Block your seat with an initial payment of INR 25,000 to enroll into the Program. Begin your leadership journey.

5. What are the list of documents required for the application ?

Scanned copy of Class 12th transcripts
Scanned Copy of the Undergraduate Degree, Transcripts and Semester Marksheets
Copies of passport
Statement of Purpose
One letter of recommendation
Resume
Proof of English Proficiency (TOEFL iBT, IELTS, PTE, etc.)

Question 4

Time Commitment

Accepted Answer

1. What is the time commitment expected for the program?

At least 12-15 hours per week of time commitment is expected to be able to complete this program.

2. How will my doubts/questions be addressed in an online program?

Peer-to-peer discussion forum where you can post your queries and your peers/faculty/teaching assistants answer your queries within a day. Regular Q&A sessions with faculty to get clarification on conceptual doubts.

Question 5

Payment

Accepted Answer

No cost CC EMI FAQ's

0% EMI with Third Party Credit Facilitators /Credit card option availability will vary program wise.

1. Which banks allow using 0% Credit card EMI or Credit card EMI?
No cost EMI is available on credit cards from all major banks (American Express, Bank of Baroda, HDFC Bank, ICICI Bank, IndusInd Bank, Kotak Mahindra Bank, RBL Bank, Standard Chartered, Axis Bank, Yes Bank, State Bank of India, CITIBANK and HSBC)

2. Is there any minimum transaction limit ?
Yes. 50000 is the minimum.

3. Standard Chartered Bank offers 18 or 24 months No Cost EMI ?
No. ONLY 12 months is available irrespective of the Program enrolled.

4. Will I have to pay any extra amount for the EMI transaction?
If you are availing 0% credit card EMI, upGrad will not charge any processing fees or down payment for these transactions. Your bank may levy GST or other taxes on the interest component of the EMI.

5. Are there any fees or down payment?
Certain banks charge nominal processing fees between INR 99 - 500 on 0% Credit Card EMI transaction. If charged, will be billed in the first repayment installment.

6. Can I use my International credit card for 0% credit EMI or Credit Card EMI?
Only the Indian bank credit cards can be used. But you can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions, this will be purely between you and your bank.

7. Are there any charges in case I opt for cancellation/refund from the course after paying balance with no cost EMI ?
Yes, there will be additional charges to the extent of interest paid by the upGrad to the bank, you will be refunded only Principal amount, i.e. the amount actually deducted/blocked from your card. This deduction will be in addition to the amount mentioned in the refund policy shared with your offer letter.

8. Can I Pay Using Multiple Credit Cards ?
Multiple cards can be used to complete the payments using Part payment option make sure to inform the student, minimum transaction is INR 50000 to opt for 0% CC EMI E.g. Amount to be paid: 150000. I can pay using 2 Credit cards. Yes, Example :
HDFC Card – Part payment – INR 100000
ICICI Card – Part payment – INR 50000

9. How can I opt for Credit card EMI if my bank is not listed in the 0% Credit card EMI or Credit card EMI?
You can pay the amount using the Credit card option in one shot / part payments, and later you can convert into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions.

10. Why is the entire amount blocked on my credit card?
Initially your bank will block the entire amount from your available purchase limit and from your next billing cycle, you will be charged the EMI amount. As you start paying your EMI, your credit limit will be released accordingly. For example, if you have made a payment of ₹100000 on 6-months EMI and your credit limit is ₹200,000 then initially your bank will block your credit limit by ₹100000. After payment of your first month EMI of Rs.15000, the blocked amount will come down to ₹85000.

11. Why is interest getting charged on No Cost EMI?
Your bank will charge you interest. However, this interest charge has been provided to you as an upfront discount at the time of your payment, effectively giving you the benefit of a No cost EMI. The total amount paid during the entire EMI tenure to the bank will be equal to the amount to be paid to upGrad.

Eg. Amount payable to upGrad: INR 405000
Let's say Amount deducted at the time of transaction: INR 379850 (Principal amount) Bank charges interest of 12-15% per annum on INR 379850
[Note: Interest factor is reducing rate and not Flat rate]
EMI AMOUNT = INR 33750 x 12 = INR 405000
Effectively, you have taken loan on 379,850 instead of 405,000

Question 6

Refund Policy

Accepted Answer

Is there any deferral or refund policy for this program?

Refund Policy:

Students must pay an applicable Caution Amount for the enrollment to the Program. This Caution Amount will be adjustable against the total Program fee payable by the student.
Once the student has made a partial or full payment of Program fee, such student can claim a refund for this amount at any time before the cohort commencement date by raising a refund request through ‘My applications’ page on our website (www.upgrad.com), stating the specific reason for the refund. The refund shall be subject to a deduction of INR. 20,000/- towards processing fee. If less than INR. 20,000/- have been paid in total, students shall not be eligible for any refund in such a case.
Students shall not be eligible for a refund (under any circumstances) if the refund request is raised post-program/Batch Start Date. In such a case, the student will continue to pay the EMI of his loan (if applicable), as the loan cannot be canceled. This is also applicable to students who could not complete their payment and could not get enrolled in their opted cohort. However, the student can request a Pre-Program deferral as per the policy defined below for the same.
Student shall not be eligible for refund of any amount paid towards the Program in case any discrepancy is identified between your application and self-attested documents including but not limited to wrong details about your grades or any other incorrect information provided in your application.
In case of a valid refund request post obtaining the loan from a third party credit facility provider, we would like to clarify that the responsibility of canceling the loan will lie with the student as upGrad is not privy to such arrangements between the student and the third party credit facility provider.
If students do not provide documents as per the timeline mentioned in the offer letter, they will be deferred to the next batch but they will not be eligible for any refunds.
You shall not be eligible for refund of any amount paid towards the Program in case any discrepancy is identified between your application and self-attested documents including but not limiting to wrong details about your grades or any other incorrect information provided in your application.

Deferral Policy: (Pre- Program Commencement)

If a student, due to unavoidable circumstances is unable to commence with the cohort and requests for a deferral before the cohort starts, we provide the opportunity for the student to defer to another batch. However, if a student is deferring from his assigned cohort batch mentioned in the offer letter, the student will not be eligible for any refund post the deferral.
However, the student will be required to pay 50% of the total course fee amount (inclusive of taxes) before the deferral can be approved. Till this is completed, the student will be assumed to be continuing in the same cohort.
A student can request for deferral only once and to either of the scheduled cohorts to start in the next 1 year from the batch start date of the initial batch the student enrolled for.
The student has time till the current cohort launch date to make the payment of the 50% program fee, post which the deferral request will expire. Once the deferral window expires and the student now asks for a refund, the above-mentioned applicable refund policy will apply.
The fee applicable to the deferred student will be as per prevailing fee for the batch student as opted to defer to (No additional deferral fee is required to be paid).

Deferral Policy: (Post Program Commencement)

If a student is facing severe issues in dedicating time to the course, we provide the opportunity for the student to defer to another batch.
A student can request for deferral only once and to either of the scheduled cohorts to start in the next 1 year from the batch start date of the initial batch the student enrolled for.
The student will be required to pay deferral fees of 10% of the total course amount fee + Taxes if any along with the differential program fees between the two cohorts.
The deferral request will be approved once the deferral fee is paid.
Till this is completed, the student will be assumed to be continuing in the same cohort.
The student has 7 days (including holidays and weekends) from the date of deferral request to make the payment of the deferral fee post which the deferral request will expire, and the student will continue as part of the current cohort.
If the student completes the deferral payment, the student’s login will be disabled, the student will leave the deferred cohort and the student will start learning on the new cohort from the point of the last assignment that was graded in the deferred cohort. All grades and progress till that point will be carried forward as it is to the new cohort. For clarification, the grades of the graded assignments will be carried forward, whether the student had submitted these grading during the initial stage.
The deferral can only be requested during the batch for which the student has enrolled is ongoing. Once the batch has been completed, deferral requests shall not be entertained. For clarification, the batch completion here shall mean the “last grace deadline” as communicated by upGrad.

Deferral policy applicable only for International Institute of Information Technology, Bangalore (“IIIT Bangalore”)
• The first deferral request to any program offered by IIIT Bangalore (pre-program commencement or post-program commencement) shall be free for one time.

The Executive Post Graduate Program learners should complete the course in a maximum duration of 3 years from the initial batch start date.
The Advanced Certificate Program learners should complete the course in a maximum duration of 2 years from the initial batch start date.
The Professional Advanced Certificate Program learners should complete the course in a maximum duration of 2 years from the initial batch start date.

MPS in Analytics at NU

Northeastern University, USA

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₹24 Lakhs*

$70K

3 Years

Sep 2026

One degree, infinite global possibilities

Start online, complete on-campus in Boston

Choose from in-demand specializations

Curriculum designed for your success

Online

IIIT Bangalore, India

Advanced Certificate Program in Data Science

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Core Courses

On-Campus

Northeastern University, USA

MPS in Analytics

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