MS in Data Analytics

The MS in Data Analytics is an engaging yet rigorous 8 months online and 12 months on-campus program designed for students to develop practical knowledge and skills, establish a professional network, and accelerate entry into data science careers. The student as part of this program will receive an Advanced Certificate Programme in Data Science from IIITB and Master degree from Clark University, US.

The program covers the topic such as Data Analysis in Excel, Analytics Problem Solving, Introduction to Python, Programming in Python, Python for Data Science, Data Visualization in Python, Exploratory Data Analysis, Credit EDA Case Study, Inferential Statistics, Hypothesis Testing, Data Analysis using SQL, Advanced SQL & Best Practices, SQL Assignment: RSVP Movies, Linear Regression, Linear Regression Assignment, Logistic Regression, Classification using Decision Trees, Unsupervised Learning: Clustering, Basics of NLP and Text Mining, Business Problem Solving,  Case Study: Lead Scoring, Deep Learning, Natural Language Processing, Business Analytics, Business Intelligence/Data Analytics, Data Engineering and more. 

The programme is designed for professionals with limited project management experience to help them build their understanding from the basics to an advanced level. The programme covers Data Analysis in Excel, Analytics Problem Solving, Introduction to Python, Programming in Python, Python for Data Science, Data Visualization in Python, Exploratory Data Analysis, Credit EDA Case Study, Inferential Statistics, Hypothesis Testing, Data Analysis using SQL, Advanced SQL & Best Practices, SQL Assignment: RSVP Movies, Linear Regression, Linear Regression Assignment, Logistic Regression, Classification using Decision Trees, Unsupervised Learning: Clustering, Basics of NLP and Text Mining, Business Problem Solving,  Case Study: Lead Scoring, Deep Learning, Natural Language Processing, Business Analytics, Business Intelligence/Data Analytics, Data Engineering and  more.

The online learning experience will be a mix of interactive lectures from industry leaders. Additionally, the program comprises live lectures dedicated to solving your academic queries and reinforcing learning. On-campus learning experience will be in class experience face to face with the faculty.

Post successful completion of the program, an Advanced Certificate Programme in Data Science would be granted from IIIT Bangalore and a MS in Data Analytics from Clark University, US.

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

In a world where data is king, professionals with data science, management, analytical skills are in high demand. To help aspirants become data professionals, upGrad Abroad in collaboration with Clark University and International Institute of Information Technology, Bangalore (IIITB) is offering a UA Accelerator Program MS in Data Analytics. The 20 months program will help in significant cost-savings, award dual accreditations from IIITB and Clark University, and provide up to 3-year of OPT (post-study work visa). 

Distinctive practitioner-scholar instructor model bringing pragmatic, real-world expertise in the classroom. 

The curriculum is prepared to fit all the needs of the modern workforce. 

Develop system architects to prepare data for advanced analytics.

Now you can also accelerate your career by gaining cutting-edge skills in the field of data analytics. During the first year, students will study and attend online classes and have doubt resolution sessions. Upon successful completion of year one with IIIT and 3 CGPA, students will be eligible to study MS in Data Analytics at Clark University. An IELTS score of 6.5 is required to be eligible to study at Clark University. A corresponding score of 85 in TOEFL or 56 in PTE is also acceptable for transfer. 

upGrad Abroad will help and guide students throughout the application process, IELTS preparation and offer end-to-end visa support for successful admission at Clark University.

Although there are a limited number of part-time, on-campus jobs for international students, the income from these jobs is only sufficient to provide “pocket money”; you will not earn enough income to pay for a significant portion of your educational expenses. The U.S. government prohibits international students from working outside the University. 

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 US. 

Clark University will have 2 intakes for students coming through this route. First intake of the year will be Jan (winter) intake and the second intake of the year will be August (Fall) intake. Though the application process for Clark University will start during the IIITB online program, you will be able to go to Clark University in the nearest intake which is atleast 3 months away from completion of your IIITB program. 

upGrad will apply for you in Clark 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 Clark University, you will have to give proof of English proficiency for application of admission to Clark University. upGrad will support you to get your English proficiency scores within 3 months of the start of a batch to accelerate this process. 

If you like finding meaningful insights from data and if you get excited by the prospect of informing business decisions through analysis and have an analytical bend of mind, then this program is meant for you. As long as you can clear the selection test (or are exempt) and are excited about the transition to Data Analyst, this program is meant for you. 

Absolutely! Data Analyst is becoming a necessity for all industries and is no more a choice. Hence, there is a critical demand for quality data professionals and because the supply is constrained, this is one of the most lucrative career options across industries. 

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

IIIT B
• Applicants with 4 year bachelor’s degree need to have minimum 66% marks. Maximum backlogs (ATKTs) accepted will be 6.
• Applicants with 3 year bachelor’s degree need to have minimum 60% marks. Maximum backlogs(ATKTs) accepted will be 4.
• A 4-year Undergraduate degree is preferred. However, if a learner has completed 3 years of Undergraduate, then the awarding University must be NAAC A or A+ (in the year 2021/2022/2023/2024) and preferably from a Science background i.e. BCA/B.Sc/BIT. If an applicant is coming from any other stream (Business, Humanities etc) the applicant needs to have substantial work experience in relevant area.

Clark 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. 
• IELTS: 6.5 overall, recommended sub-score minimum of 6, or TOEFL (ETS code 5969): 85 overall, recommended sub-score minimum of 20, or Duolingo: 120, recommended sub-score minimum of 100, or PTE: 53 (No band less than 50).

upGrad, IIIT B and Clark University US have committed a lot of time in conceptualising and creating this programme to make sure that the learners can receive the best possible learning experience in data analytics. Hence, we want to make sure that the participants of this programme also show a very high level of commitment and passion for Data Science. For entry into Clark University, students have to successfully complete IIIT Bangalore programme with minimum of 3 GPA. 

At least 12-15 hours per week of time commitment is expected to be able to graduate from the online program. The on-campus program in the US is full-time and will have an appropriate workload.

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. 

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.

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

0% EMI with Finance partners /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 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 learner, 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

• upGrad facilitates program delivery and is not a college/university in itself. Credits and credentials are awarded by the university. Please refer to relevant terms and conditions before applying. The University program is accredited/recognised in the country where the University is established. 
• The student assumes full responsibility for all expenses associated with visas, travel, and related costs. upGrad does not provide any assurance or make representations regarding visa approval or the procurement of the visa.
• The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.