Which topics are going to be covered as part of the program?

The curriculum will consist of the following courses: Course 1: Pre-Program Preparatory Content Course 2: Data Science Toolkit Course 3: Statistical Analysis & Visualization Course 4: Machine Learning Course 5: Capstone

What type of learning experience should I expect?

The content will be a mix of interactive lectures from industry leaders as well as world-renowned faculty. Additionally, the program comprises live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning.

Is any certification granted at the end of the program?

Post successful completion of the program, a Certification of completion for Professional Certificate in Data Science and Business Analytics would be granted from the University of Maryland's Robert H. Smith School of Business.

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 graduate from the program.

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.

What career prospects does this program help me with?

Job opportunities like Data Analyst, Data Scientist, Financial Analyst, Management Analyst/Consultant, Market Researcher, Operations Research Analysts, Independent Consultant, Business Analyst, Predictive Modeling Analyst/Consultant, Business Intelligence and Analytics Manager, Strategy Consultant, Risk Analyst are possible career prospects for you post completion of this program.

Is there any deferral or refund policy for this program?

Refund Policy: (Programs with prep-session component) You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counselor to help you in applying and withdrawing for a refund by sending them an email with the reasons listed. Processing fee of Rs. 10,000/- will be levied. If less than Rs. 10,000/- have been paid in total, student shall not be eligible for any refund in such case. Student shall not be eligible for any refund under any circumstances if any such refund requests are raised post Cohort Commencement Date and student will continue to pay the EMI for loan (if applicable) and such loan cannot be cancelled. This is also applicable for those students who could not complete their payment and could not be enrolled in the cohort opted for. However, the student can raise a request for Pre-Program deferral as per the policy defined below for the same. In case of a refund, student will be solely responsible for any cancellation of loan, including but not limited to applicable loan cancellation charges levied on the total cancelled loan amount. Student must pay the full fee within 7 days of payment of Caution Money or Cohort Commencement Date, whichever is earlier, otherwise the admission letter will be rescinded. Request for refund must be sent via e-mail in the prescribed Refund Request Form. The refund will be processed within 30 working days of commencement of the program after being duly approved by the Academic Committee. 31st March, 2024 will be the last batch! Hurry and block your seats before they close!

No Cost Credit Card EMI FAQ's

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

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

If you like finding meaningful insights from data and if you get excited by the prospect of taking informed business decisions through analysis and have an analytical bend of mind, then this program is meant for you.

My current role does not include exposure to data. Does it make sense for me to opt for this program?

Absolutely! data and business analytics 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.

Professional Certificate Program in Data Science and Business Analytics Overview

The Professional Certificate Program in Data Science and Business Analytics is a comprehensive 31-week online course designed to equip professionals with essential skills in data-driven decision-making. Offered by the University of Maryland's Robert H. Smith School of Business, this program combines theoretical knowledge with practical application to prepare learners for the evolving demands of the industry.

Why Choose This Course?

Industry-Relevant Curriculum: The program covers key topics such as statistics, machine learning, data visualization, and predictive analytics using Python, ensuring participants gain competencies aligned with current market needs.
Flexible Learning: Designed for working professionals, the course requires a commitment of 12-15 hours per week, allowing learners to balance their studies with existing responsibilities.
Expert-Led Instruction: Participants benefit from over 50 hours of live sessions conducted by esteemed faculty and industry experts, facilitating real-time learning and interaction.

How This Course Can Benefit You?

Practical Experience: Engage in hands-on projects, including a capstone project that addresses real-world data science challenges, enabling you to apply theoretical concepts in practical scenarios.
Career Advancement: With a globally recognized certificate from the University of Maryland, graduates enhance their professional credibility, opening doors to roles such as Data Analyst, Data Scientist, and Business Intelligence Manager.
Comprehensive Support: The program offers dedicated career assistance, including personalized coaching sessions, to help you navigate the job market and achieve your career objectives.

By enrolling in this program, you position yourself at the forefront of the data science and business analytics field, equipped with the knowledge and skills to make informed, data-driven business decisions.

Introduction to Data Science PCP from Maryland

Course Snapshot

300+

Hours of learning

U.S. Credits

20+

Case studies and assignments

20+ Case Studies & Assignments

1 Capstone Project

50+ Hours of Live Sessions

No-Cost EMI Options Available

Skills you'll acquire

The program is designed to provide a strong technical foundation and business-oriented problem-solving skills to help professionals thrive in the data science industry. Learners will develop proficiency in handling large datasets, analyzing patterns, and making data-driven decisions.

Key Skills Covered:

Statistical Analysis & Data Interpretation: Understand data distribution, hypothesis testing, and statistical inference.
Predictive Modeling & Machine Learning: Gain expertise in supervised and unsupervised learning algorithms.
Data Visualization & Storytelling: Learn to present complex data using tools like Tableau, Power BI, and Python.
Programming Proficiency: Hands-on experience in Python, SQL, and R, essential for data science applications.
Big Data & Cloud Computing: Explore frameworks like Hadoop and Spark for handling large datasets.
Business Analytics & Decision-Making: Use data-driven strategies to solve real business problems.

Key Highlights of Data Science Certificate Program

What does this course have to offer?

Key Highlights

300+ Hours of Learning

20+ Case Studies and Assignments

50+ Hours of Live Sessions

12-15 Hours/Week of Learning

1 Capstone Project

Option to transfer credits and upgrade to an Executive PG Program in Data Science & ML

Why Choose the Professional Certificate Program in Data Science and Business Analytics?

With the increasing demand for data-driven decision-making, this program provides a structured, in-depth learning approach to mastering analytics. Whether you are a beginner or an experienced professional, this course helps in career transition and skill enhancement.

Why This Program Stands Out?

Globally Recognized Certification: Offered by the prestigious University of Maryland, adding credibility to your resume.
Expert Faculty & Industry Mentors: Learn from professors and experienced data scientists from leading organizations.
Hands-on Projects & Case Studies: Work on real-world datasets to build practical knowledge.
Industry-Relevant Curriculum: Covers in-demand technologies like AI, ML, Data Engineering, and Business Analytics.
Career Assistance & Networking: Get access to one-on-one career mentorship, job portals, and placement support.

Need to know more?

Get to know the course in depth by downloading the course brochure

Why Choose the University of Maryland?

The University of Maryland is a top-ranked public research university known for its strong emphasis on innovation and data-driven education. The Robert H. Smith School of Business is recognized globally for its excellence in analytics and business management education.

Advantages of Studying at the University of Maryland:

Global Reputation: Ranked among the top business schools in the world, ensuring high academic standards.
Expert-Led Learning: Faculty consists of world-class researchers and industry leaders in data science.
Strong Alumni Network: Connect with professionals working at Fortune 500 companies and global tech giants.
Cutting-Edge Research & Facilities: Access state-of-the-art learning resources, data labs, and AI-driven tools.
Industry Partnerships: Collaborates with leading organizations in technology, finance, healthcare, and consulting.

About the PCP Maryland Data Science Program

The New Learning Experience

Get access to capstone projects, dedicated career services and a reliable support team to help you throughout your learning journey.

Slide 1 of 3

Hands-on Capstone Projects

Get relevant industry exposure by picking the sector you want to do your project in. (Tech, E-commerce, BFSI, Healthcare, Retail, to name a few).

Student Support

Get access to dedicated student support by writing to us at studentsupport@upgrad.com or by using the "talk to us" option on our learning platform for urgent queries.

AboutTheProgramme_DS_dWeb_Maryland_Career Assistance-06-fd054ed6188b4c51ad2878dc2ae131fe.webp

Dedicated Career Assistance

Be one step ahead with access to an upGrad exclusive job portal, 1:1 career counselling sessions and mock interviews with hiring managers.

Why Choose the Professional Certificate Program in Data Science and Business Analytics from the University of Maryland?

This program offers a perfect blend of academic excellence and industry relevance. The curriculum is crafted by leading data scientists and business strategists, ensuring you acquire skills that match current market needs.

What Makes This Program Unique?

Best of Both Worlds: A business-oriented data science program designed by academic and industry leaders.
Practical Learning: Learn through case studies, real-time business problems, and capstone projects.
Global Recognition: The University of Maryland certification provides a competitive edge in job applications.
Comprehensive Curriculum: Covers everything from Python programming to machine learning and business analytics.
Career Growth & Networking: Access job placement support, resume building, and career mentorship.

Data Science Programme Career Outcomes

What our learners have achieved?

A quick summary of the placement support recieved by this program's alumni

57%

Avg. Salary Hike

300+

Hiring Partners

Top Recruiters

Career Outcomes for the Professional Certificate Program in Data Science and Business Analytics

With the rapid adoption of AI, big data, and analytics, data science professionals are in high demand across industries. This program prepares you for high-paying roles in analytics, machine learning, and business intelligence.

Top Job Roles & Approximate Salaries in India

Job Role	Approximate Annual Salary (INR)
Data Analyst	INR 4L - INR 10L
Data Scientist	INR 8L - INR 20L
Financial Analyst	INR 4L - INR 10L
Management Analyst/Consultant	INR 18L - INR 24L
Market Research Analyst	INR 3L - INR 7L
Operations Research Analyst	INR 5L - INR 10L
Business Intelligence Manager	INR 9L - INR 23L
Strategy Consultant	INR 12L - INR 27L
Risk Analyst	INR 5L - INR 11L

Sourced from: Glassdoor

Note: Salaries vary based on experience, location, and organization.

PCP Maryland Data Science Certificate

Earn valuable credentials and recognition

On completion of this online course, you receive a prestigious certificate from the University of Maryland's Robert H. Smith School of Business.

University of Maryland

Earn an Executive Post Graduate Certificate in Data Science and Business Analytics from the globally recognized University of Maryland.

Who Should Enroll in the Professional Certificate Program in Data Science and Business Analytics?

This program is designed for professionals looking to advance their careers in data science and analytics. Whether you are an IT professional, business manager, or aspiring data scientist, this course provides a strong foundation in analytical thinking and data-driven decision-making.

Ideal Candidates for This Program:

Software Engineers & IT Professionals: Looking to transition into data science and AI-driven roles.
Business Analysts & Consultants: Seeking to enhance their data analytics and decision-making skills.
Marketing & Sales Professionals: Wanting to leverage customer insights and predictive analytics.
Finance & Healthcare Professionals: Exploring data-driven decision-making and risk analytics.
Students & Recent Graduates: Looking for industry-relevant training and job-ready skills.

Explore Our Learning Platform

Learn on an AI-powered & personalised platform with best-in-class content, live sessions & mentoring from leading industry experts.

Maryland Data Science Certificate Course Syllabus

What will you learn?

Top notch and up-to-date curriculum taught by renowned professors and industry experts using videos, case studies, hands-on projects and live sessions

300+

Hours of Learning

U.S. Credits

20+

Case Studies and Assignments

Project

Slide 1 of 5

Preparatory Content

Data Analysis in Excel

Data Science Toolkit

12 Weeks

Data Science Toolkit

Introduction to the program

Introduction to DS Landscape

Statistical Analysis & Visualisation

11 Weeks

Statistical Analysis & Visualisation

Exploratory Data Analysis

Visualization in Python

Machine Learning

8 Weeks

Machine Learning

Linear Regression in an Inferential Setting

Linear Regression in a Predictive Setting

Capstone

2 Weeks

Capstone

Programming Tools and Languages

Data Science Program Instructors

Whom will you learn from?

Instructors

Slide 1 of 5

John Bono

Assoc. Clinical Prof. Dept. of Decision , Operations & IT

Associate Clinical Professor Decision, Operations and Information Technologies; PhD in Information Systems, Nova Southeastern University.

UMD Profile

P. K. Kannan

Dean's Chair in Marketing Science

Associate Dean for Strategic Initiatives, Dean's Chair in Marketing Science, PhD in Management (Marketing), Purdue University.

UMD Profile

Lauren Rhue

Assistant Professor of Information Systems

Assistant Professor Ph.D., Northwestern University Decision, Operations and Information Technologies.

UMD Profile

Margrét Bjarnadóttir

Associate Professor Ph.D., MIT Decision, Operations & IT

Associate Professor Ph.D., MIT Decision, Operations and Information Technologies.

UMD Profile

Kislaya Prasad

Research Prof. Academic Dir., Center for Global Business

Research Professor Academic Director, Center for Global Business PhD, Syracuse University Decision, Operations and Information Technologies.

UMD Profile

Data Science Certificate Program Class Profile

Who've enrolled for this course?

Our program caters to professionals from diverse backgrounds, creating a vibrant classroom environment with enriching discussions and interactions

Previous Companies

Data Science Course Learner Services

How will upGrad support you?

Student Support

Dedicated student support available

For urgent queries, use the call back option on the platform

Personalised expert feedback on assignments and projects

Regular live sessions by experts to clarify concept-related doubts

Data Science Certification Programme Alumni

What Our Learners Have To Say

Slide 1 of 3

The program helped me get out of my comfort zone & grow

Coming a long way and overcoming my fear of coding through upgrad's multimedia lesson content in the growing discipline of Data Science. It provides a… Read More

Sonal Vaishnav

Content creator

6 Years of Experience

It's the best choice you can make if you want to study while you work

I started the EPGP program with upGrad and UMD in Feb 2022 with full zest about an year ago. It was a tough call to take, especially since I am a work… Read More

LinkedIn Profile

Sanchita Das

Senior Software Engineer - Accenture

7 Years of Experience

It was the best professional decision I could have taken

Thanks to upGrad and University of Maryland for crafting this fantastic course, last one year has been full of learning, will surely help me to solve … Read More

Vinay Chamoli

General Manager - Intellipaat

8 Years Experience

PCP Maryland Data Science Course Fees

Invest In Your Success

7 Months

Starting at

INR 4,852/month

Totally INR 1,53,000*

Inclusions

Articulate to a Post Graduate Programme (Executive)

A U.S. body (MSCHE) recognised university

Live interaction with UMD faculty

View Plans

Data Science Course Eligibility and Admissions

How To Apply

The admissions process for Professional Certificate Program in Data Science and Business Analytics is very easy, and can be done completely online

Eligibility

Bachelors (any stream)/final year students can pursue this program & diploma holders

Slide 1 of 3

Take the Test

Complete and submit your online application form and complete the short 15 minute test for the admission committee to assess your candidature.

Get Shortlisted & Receive Offer Letter

Our admissions team will review your details. An offer letter will be sent to you if you qualify for the program.

Block your Seat

Upon receiving the offer letter you can confirm your candidature by paying a minimum block amount of INR 15,000.

Data Science Course Projects

Learn by Doing

Industry Projects

Slide 1 of 6

Python Assignment

Analyze data from top IMDb movies for a movie production company to determine the types of movies they should produce to maximize profit.

Skills learned

Data Analysis

Data Manipulation

Terpbuy project

Analyze past orders for a global e-commerce company to gather insights on different aspects of its customers, products, departments, and orders.

Skills learned

Data Analysis

Data Manipulation

Visualisation Assignment

Build a dashboard that provides detailed insights on the Airbnb landscape of your city

Skills learned

Data Visualization

Dashboarding in Tableau

Data Analysis

Data Preparation

Data Storytelling

Mobile App Efficacy

Determine the effectiveness of a new mobile app for a hotel chain using statistical analysis

Skills learned

Data Preparation

Data Visualization

Data Analysis

Statistical Tests

Housing Prices Prediction

Build machine learning models to generate estimates for housing prices.

Skills learned

Data Preparation

Feature Engineering

Linear Regression

k-NN

Decision Trees

Model Evaluation

Model Selection

Classification project

Using machine learning models, create a rating predictor system for US hospitals to identify areas of improvement

Skills learned

Data Preparation

Data Visualization

Logistic Regression

Decision Trees

k-NN

Model Evaluation

Model Selection

Business Problem Solving

Data Storytelling

Refer and Earn Rewards

Refer someone and Earn upto INR 50,000 Cashback/Vouchers, on every successful enrollment

Frequently Asked Questions

Top US University

Professional Certificate Program in Data Science and Business Analytics

Q: What is the Professional Certificate Program in Data Science and Business Analytics with upGrad?

The Program is an engaging yet rigorous 31 weeks online program designed specifically for managers and working professionals to develop practical knowledge and skills, establish a professional network, and accelerate their careers. The certification is awarded by the University of Maryland's Robert H. Smith School of Business.

Q: What should I expect from the Professional Certificate Program in Data Science and Business Analytics?

Expect to understand formulation of data and business analytics problems, the actual algorithms that are used, and how data is presented to help take important business decisions. The curriculum consists of live sessions, expert coaching sessions and projects making you a skilled data science professional at par with leading industry standards.

Q: What should I NOT expect from the Professional Certificate Program in Data Science and Business Analytics?

Learners will not be able to derive the most out of the program unless they are committed and focused. It will be requiring at least 12-15 hours of time commitment per week, applying new concepts, and executing industry-relevant projects.

Q: What is the fee for the Professional Certificate Program in Data Science and Business Analytics?

The program is priced at INR 1,50,000 (incl. taxes).

Become an expert at delivering data-driven business solutions with this Certificate Program in Data Science & Business Analytics from the University of Maryland.

U.S. Credits

MSCHE (U.S. govt. body)

Accreditation

University of Maryland

upGrad Learner Support

Disclaimer

Professional Certificate Program in Data Science and Business Analytics Overview

Introduction to Data Science PCP from Maryland

Skills you'll acquire

Key Highlights of Data Science Certificate Program

Key Highlights

Capstone Projects

Active Student Support

Dedicated Career Assistance

Why Choose the Professional Certificate Program in Data Science and Business Analytics?

Need to know more?

Why Choose the University of Maryland?

About the PCP Maryland Data Science Program

Why Choose the Professional Certificate Program in Data Science and Business Analytics from the University of Maryland?

Data Science Programme Career Outcomes

Top Recruiters

Career Outcomes for the Professional Certificate Program in Data Science and Business Analytics

PCP Maryland Data Science Certificate

Who Should Enroll in the Professional Certificate Program in Data Science and Business Analytics?

Maryland Data Science Certificate Course Syllabus

Preparatory Content

Data Science Toolkit

Statistical Analysis & Visualisation

Machine Learning

Capstone

Programming Tools and Languages

Data Science Program Instructors

Data Science Certificate Program Class Profile

Data Science Course Learner Services

Student Support Team

Q&A Forum

Expert Feedback

Industry Networking

Data Science Certification Programme Alumni

PCP Maryland Data Science Course Fees

Data Science Course Eligibility and Admissions

Data Science Course Projects

Frequently Asked Questions

Course Curriculum

Time Commitment

Career Prospects and Support

Refund Policy/Financials

Selection Criteria

Professional Certificate Program in Data Science and Business Analytics