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Top US University
Build expertise in extracting data-driven insights with the Post Graduate Program in Data Science & Machine Learning from the University of Maryland, ranked among the top 1% of universities worldwide.
Accreditation
MSCHE
U.S. Credits
37
University of Maryland
The Executive Post Graduate Program in Data Science & Machine Learning, offered by the University of Maryland’s Robert H. Smith School of Business in collaboration with upGrad, is a specialized program designed for professionals who want to transition into data science or enhance their expertise in the field.
This 13-month online program blends theoretical concepts with practical applications, ensuring learners develop a strong foundation in data-driven decision-making.
In today’s digital landscape, data science and machine learning have become integral to business success across industries. This program caters to professionals seeking to harness data for strategic insights, automate processes, and develop AI-driven solutions.
Whether you’re an aspiring data scientist, a business professional aiming to integrate data-driven strategies, or an entrepreneur looking to leverage AI for growth, this program equips you with the skills to stay ahead in the evolving tech landscape.
Course Snapshot
70%
Sessions by faculty
300+
Hiring partners
100+
Hours of live sessions
Over 70% of instruction done by University of Maryland Professors
10 + Programming Tools & Languages
20+ Industry Projects
10+ Assignments and 2 Capstone Projects
1:1 Career Mentorship Sessions
Throughout the PG Program in Data Science and Machine Learning, participants will develop a robust set of skills essential for data science and machine learning roles. Key competencies include:
What does this course have to offer?
Python Programming Essentials
Designed for working professionals and early career aspirants
20+ Industry Projects
10+ Programming Tools & Languages
70+% Instruction by UMD Professors
Exclusive Job opportunities Portal
10+ Assignments and 2 Capstone Projects
Expert feedback on assignments & projects
Personalised Industry Session
No Cost EMI Option Available
Engage in collaborative projects with student-mentor interaction
Be mentored by leading experts from across industries
Get personalised feedback on your submissions
Daily Doubt Resolution
‘Call Back’ Tab for Urgent Queries
Career Essential Soft Skills Program
AI-Powered Profile Builder
Exclusive Job Opportunities Portal
1:1 Career Mentorship Sessions
1:1 High Performance Coaching
The Executive Post Graduate Program in Data Science & Machine Learning is designed for ambitious professionals looking to accelerate their careers with cutting-edge knowledge and expertise. Here’s what sets this program apart:
The University of Maryland's Robert H. Smith School of Business is a globally recognized institution known for its cutting-edge research, industry-aligned curriculum, and commitment to academic excellence. Choosing this program provides access to:
By choosing the University of Maryland, you become part of a globally respected institution that prepares you for success in the competitive world of data-driven decision-making.
The Executive Post Graduate Program in Data Science & Machine Learning brings together the academic excellence of the University of Maryland and the flexibility of upGrad’s cutting-edge online learning platform, making it an ideal choice for professionals looking to advance their careers.
This program offers:
By enrolling in this program, you gain world-class education, industry-aligned skills, and the flexibility to learn at your own pace, all while being part of a globally recognized institution. Take the next step in your data science journey with the University of Maryland and upGrad.
Earn valuable credentials and recognition
On completion of this online course, you receive a prestigious certificate from University of Maryland's Robert H. Smith School of Business
University of Maryland
Earn an Executive Post Graduate Certificate in Data Science and Machine Learning from the globally recognized University of Maryland.
What our learners have achieved?
A quick summary of the placement support received by this program's alumni
Graduates of this program are well-positioned to pursue a variety of roles in the data science and machine learning landscape. The curriculum's practical focus ensures that participants are equipped with the skills necessary to meet industry demands.
Below is a table highlighting top job roles and their approximate annual 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 |
Sourced from: Glassdoor
Please note that these figures are approximate and can vary based on experience, location, and the employing organization.
Embarking on this program can significantly enhance your career prospects, providing you with the knowledge and credentials to excel in the rapidly evolving field of data science and machine learning.
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
Python Programming Essentials II - Functions and Data Structures
Python Libraries for Data Science - NumPy
Python Libraries for Data Science - Pandas
Python Assignment ( 2 Weeks)
Data Analysis using SQL
Practical Data Considerations: Data Cleaning and Preparation
Course Project: Python
Visualisation using Tableau
Data Storytelling
Visualisation and Storytelling Assignment
Inferential Statistics
Hypothesis Testing
Designing Business Experiments
Course Project: Statistics
Introduction to Classification: Logistic Regression
Classification: Performance Measures
Decision Tree Models
Model Selection & Practical Consideration around Modelling + KNN
Assignment
Unsupervised Learning: Clustering
Introduction to Deep Learning
Optimization of Neural Networks
Convolutional Neural Networks
RNN - I
RNN - II
NN Assignment
AI & Business Strategy
Ethics and Governance of AI
Deep Learning for NLP - I
Deep Learning for NLP - II
Assignment
Deep Learning Applications in Computer Vision
Time Series Modeling - I
Time Series Modeling - II
20+
Case Studies
37
U.S. Credits
100+
Hours of Learning
20+
Expert Sessions
Preparatory Content
Data Analysis in Excel
11 Weeks
Data Science Toolkit
Introduction to the program + Introduction to DS Landscape
Python Programming Essentials I - Variables, Expressions, and Control Statements
View More
10 Weeks
Statistical Analysis & Visualisation
Exploratory Data Analysis
Visualization in Python
View More
8 Weeks
Machine Learning
Linear Regression in an Inferential Setting
Linear Regression in a Predictive Setting
View More
11 Weeks
Advanced Machine Learning + Business Strategy
Ensemble Models: Random Forest & Boosting
Association Rules
View More
8 Weeks
Advanced Machine Learning II
Introduction to Natural Language Processing
Modelling on Text data
View More
3 Weeks
Capstone 1
Capstone 1
3 Weeks
Capstone 2
Capstone 2
Who will you learn from?
7
Instructors
Associate Clinical Professor
Associate Clinical Professor Decision, Operations and Information Technologies; PhD in Information Systems, Nova Southeastern University.
Assistant Professor
Assistant Professor Ph.D., Northwestern University Decision, Operations and Information Technologies.
Professor
Michael D. Dingman Chair in Strategy and Entrepreneurship, DBA - Harvard University, Management & Organisation.
Associate Professor
Assistant Professor Ph.D., Northwestern University Decision, Operations and Information Technologies.
Dean's Chair in Marketing Science
Associate Dean for Strategic Initiatives, Dean’s Chair in Marketing Science, PhD in Management (Marketing), Purdue University.
Research Professor
Academic Director, Center for Global Business PhD, Syracuse University Decision, Operations and Information Technologies.
Associate Professor
Associate Professor Ph.D., MIT Decision, Operations and Information Technologies.
Who've enrolled for this course?
Our program caters to professionals from diverse backgrounds, creating a vibrant classroom environment with enriching discussions and interactions.
How will upGrad support you?
Dedicated Student Support available
For urgent queries, use the Call Back option on the platform.
Timely doubt resolution by peers and Teaching Assistants on the Q&A forum
Personalized feedback on assignments and case studies
Personalized expert feedback on assignments and projects
Regular live sessions by experts to clarify concept-related doubts
Live sessions by experts on various industry topics Group discussions
One-on-one discussions and feedback sessions with industry mentors
What Our Learners Have To Say
It's a great fit for someone looking to learn from scratch
It doesn't matter what your previous working background is, as everything is taught from the basics.
Rutuja Mowade
Manager, _VOIS
9 Years of Experience
The program helped me get out of my comfort zone & grow
The Data Science course from upGrad has been a boon for me and it has helped enhance my skills in Excel, SQL, R, etc.
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
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
Senior Manager - CitiusTech
9 Years of Experience
Invest In Your Success
Inclusions
How To Apply
The admissions process for Executive Post Graduate Program in Data Science & Machine Learning is very easy, and can be done completely online
Eligibility
Associate degree holders can pursue this program. Final year students are also eligible to apply
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 proceed to confirm your candidature by paying a minimum block amount of INR 25,000.
Learn by Doing
Gain industry exposure with relevant projects taught by leading faculty and industry leaders
9+
Projects
Work from the top-down on a real business problem, breaking it down into a data-oriented problem and come up with solid recommendations for the business.
Data Manipulation
Deriving Business Insights and Storytelling
Work from the top-down on a real business problem, breaking it down into a data-oriented problem and come up with solid recommendations for the busine… Know More
Skills learned
Data Analysis
Data Manipulation
Data Manipulation
Regression
Use all the skills learnt in statistics and regression to build a predictive regression model.
Skills learned
Data Analysis
Data Manipulation
Data Analysis
Data Preparation
Data Storytelling
Classification
Solve a real-industry problem using the classification and model selection techniques.
Skills learned
Data Visualization Dashboarding in Tableau
Data Analysis
Data Preparation
Data Storytelling
Data Visualization
Data Analysis Statistical Tests
IMDb Movie Analysis
Analyze IMDb movies data from the past decade and find out various insights
Skills learned
Data Preparation
Data Visualization
Data Analysis Statistical Tests
Decision Trees Model Evaluation Model Selection
Stock Market Analysis
Use the concepts of Pandas and Matplotlib to analyze insights for stock prices of Amazon.
Skills learned
Data Preparation Feature Engineering Linear Regression k-NN
Decision Trees Model Evaluation Model Selection
Data Visualization
Logistic Regression Decision Trees k-NN Model Evaluation
Model Selection Business Problem Solving Data Storytelling
Supply Chain Case Study
Apply the concepts of SQL and Python to explore insights for a global business-to-consumer and business-to-business e-commerce platform.
Skills learned
Data Preparation
Data Visualization
Logistic Regression Decision Trees k-NN Model Evaluation
Model Selection Business Problem Solving Data Storytelling
Data Preparation
Data Augmentation
Data Visualization
Convolutional Neural Networks (CNN)
Model Evaluation
Model Selection
Airbnb Assignment
Analyze the Airbnb listings for a city using Tableau and build a dashboard that helps people identify interesting patterns and compare prices
Skills learned
Image Manipulation
Data Preparation
Data Augmentation
Data Visualization
Convolutional Neural Networks (CNN)
Model Evaluation
Model Selection
Use the concepts of Exploratory Data Analysis, Statistics, and Linear Regression to analyze the effectiveness of a mobile application in driving the revenue for a hotel chain.
Natural Language Processing
Tf-IDf Neural Networks
Model Evaluation
Model Selection
Mobile App Efficacy
Use the concepts of Exploratory Data Analysis, Statistics, and Linear Regression to analyze the effectiveness of a mobile application in driving the r… Know More
Skills learned
Data Preparation
Natural Language Processing
Tf-IDf Neural Networks
Model Evaluation
Model Selection
Credit Worthiness Model
Build an end-to-end machine learning solution that helps a bank determine which customers they should lend credit to based on their profitability.
Use the concepts of Tableau and Data Storytelling to build a dashboard that describes the lending process of a peer-to-peer online loan provider - Lending Club.
Lending Club Case Study
Use the concepts of Tableau and Data Storytelling to build a dashboard that describes the lending process of a peer-to-peer online loan provider - Len… Know More
The New Learning Experience
Get access to capstone projects, dedicated career services and a reliable support team to help you throughout your learning journey.
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.
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.
The Program is an engaging yet rigorous 12 months 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.
Expect to understand formulation of data and machine learning 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 manager at par with leading industry standards.
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.
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: Advanced Machine Learning & Business Strategy
Course 6: Advanced Machine Learning II
Course 7: Capstone
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.
To successfully complete the program and gain the full benefit of its curriculum, participants are expected to dedicate approximately 12–15 hours per week. This time includes attending live sessions, completing assignments, engaging in hands-on projects, and reviewing course materials to ensure a thorough understanding of Data Science and Machine Learning concepts."
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.
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.
The total program fee is INR 2,50,000, inclusive of all applicable taxes. This investment covers access to live sessions, comprehensive learning materials, hands-on projects, and post-program support to help you apply Data Science and Machine Learning skills in real-world scenarios.
Refund Policy: (Programs with prep-session component)
31st March, 2024 will be the last batch! Hurry and block your seats before they close!
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
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. As long as you are able to clear the selection test this program is meant for you.
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.
Step 1: 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.
Step 2: Get Shortlisted and Receive your Offer Letter
Our admissions team will review your details. An offer letter will be sent to you if you qualify for the program.
Step 3: Block your Seat
Upon receiving the offer letter you can proceed to confirm your candidature to the program by paying a minimum block amount of INR 25,000.
Executive Post Graduate Certificate In Data Science & Machine Learning, designed for working professionals, packs essential skills into intensive modules. Key features include:
Industry-focused curriculum:Tailored to real-world challenges, covering advanced analytics, machine learning, deep learning, and business intelligence.
Flexible learning format: Blended learning with online modules, weekend workshops, and industry case studies, minimising career disruptions.
Experienced faculty: Industry practitioners and academic experts provide practical insights and mentorship.
Peer networking: Connect with like-minded professionals, build valuable industry relationships, and accelerate career growth.
These programs cater to experienced professionals by:
Building on existing knowledge: Leveraging prior work experience, focusing on advanced concepts and applications.
Fast-paced learning: Condensed curriculum caters to busy schedules, maximising learning in a shorter timeframe.
Actionable skills: Emphasis on practical projects and case studies, ensuring immediate impact in your current role.
Career advancement: Network with industry leaders and recruiters to gain skills for leadership positions in data-driven fields.
Investing in an Executive PG in Data Science empowers experienced professionals to stay ahead of the curve and thrive in the data-driven age.
Executive Program in Data Science programs offer a focused curriculum tailored for working professionals. Expect in-depth coverage of:
Data Wrangling & Cleaning: Mastering tools like Python and SQL to handle messy data.
Statistical Analysis & Modeling: Uncover trends and patterns through powerful statistical techniques.
Machine Learning & AI: Learn to build and deploy algorithms for prediction and automation.
Capstone Projects: Build a portfolio by applying your skills to real-world business problems.
Advantages: Fast-track your career: Gain industry-relevant skills and knowledge in a flexible, online format.
Network with peers & faculty: Connect with experienced professionals and renowned instructors.
Immediate impact on your job: Apply your learnings to current projects and enhance your value proposition.
Advancement opportunities: Open doors to data science leadership roles within your organisation.
Investing in an Executive Post Graduate Programme in Data Science empowers you to become a data-driven leader in today's information age.
Executive Post Graduate Programme in Data Science equip you with industry-specific tools and frameworks to tackle real-world challenges. You'll explore diverse applications across sectors like:
Finance: Fraud detection, algorithmic trading, risk analysis.
Healthcare: Personalized medicine, drug discovery, patient outcome prediction.
Retail: Targeted marketing, dynamic pricing, customer churn prevention.
Manufacturing:Predictive maintenance, process optimisation, quality control.
The Postgraduate Program In Data Science And Machine Learning goes beyond theory, focusing on practical skills:
Data wrangling and cleaning: Master the messy world of real-world data.
Model building and deployment: Design and implement impactful data-driven solutions.
Communication and storytelling: Translate insights into actionable recommendations.
Executive programs also hone your leadership and strategic thinking:
Data-driven decision-making: Leverage data to inform critical business decisions.
Building and managing data science teams: Lead and inspire data-driven initiatives.
Investing in an Executive Program in Data Science equips you to transform industries and drive business success.
A PGD Data Science and Business Analytics bridges the gap between theoretical data crunching and real-world business insights. It equips you with deep statistical and programming skills for data manipulation and analysis and strong business acumen to translate findings into actionable strategies. Depending on your program's focus, you will learn to extract hidden patterns, build predictive models, and communicate insights effectively, preparing you for roles like data analyst, business intelligence specialist, or even junior data scientist. Think of it as a hybrid superpower, enabling you to speak both the language of data and the language of PGD In Data Science And Business Analytics.
Admissions vary widely! Some focus on high scores and STEM backgrounds, while others prioritise work experience or relevant online courses. Post Graduate Program in Data Science and Machine Learning structures differ too: some prioritise deep dives into core skills like statistics and programming, while others focus on practical application through case studies and projects. Even the blend of data science and business can differ, with some emphasising technical expertise and others leaning towards business acumen. Ultimately, it's a diverse landscape, so research specific Postgraduate Program in Data Science and Machine Learning to find the perfect fit for your goals and background.
Get to know the course in depth by downloading the course brochure
Talk to our experts. We are available 7 days a week, 9 AM to 12 AM (midnight)
Indian Nationals
Foreign Nationals
The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.
The student assumes full responsibility for all expenses associated with visas, travel, & related costs. upGrad does not .