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Top US University

Executive Post Graduate Program in Data Science & Machine Learning

Make extracting data driven insights your expertise with this PG programme in Data Science & ML from University of Maryland - Ranked amongst the Top 1% universities worldwide.

Type

PG Program

Duration

12 Months

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Accreditation

MSCHE

U.S. Credits

37

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University of Maryland

Executive Post Graduate Program in Data Science & Machine Learning Overview

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.

What Makes This Course Unique?

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.

  • Comprehensive Curriculum – The course covers statistical analysis, data visualization, machine learning models, AI techniques, and business strategy, ensuring a well-rounded education.
  • Hands-On Learning Approach – Learners work on industry-relevant projects and assignments, applying their knowledge to solve real-world challenges.
  • Live & Self-Paced Learning – The program combines self-paced modules with interactive live sessions led by industry experts, providing flexibility without compromising engagement.
  • Global Certification – Upon completion, participants earn an Executive Post Graduate Certificate from the University of Maryland, enhancing their credentials in the job market.

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.

Introduction to Maryland PG Data Science Course

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

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Skills you'll acquire

Throughout the program, participants will develop a robust set of skills essential for data science and machine learning roles. Key competencies include:

  • Statistical Analysis and Visualization: Mastery of exploratory data analysis, data storytelling, and visualization tools such as Tableau.
  • Machine Learning Techniques: Proficiency in linear and logistic regression, decision trees, clustering, and advanced machine learning models like ensemble methods and neural networks.
  • Programming Proficiency: Hands-on experience with programming languages and tools including Python, SQL, Excel, and Jupyter.
  • Business Strategy Integration: Ability to align data science solutions with business objectives, leveraging data-driven insights for strategic decision-making.
  • Advanced Topics: Exposure to deep learning, natural language processing, time series analysis, and recommender systems.

Key Highlights of Maryland Data Science Program

What does this course have to offer?

Key Highlights

    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

Why Choose the Executive Post Graduate Program in Data Science & Machine Learning?

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 hands-on expertise. Here’s what sets this program apart:

  • Comprehensive Curriculum – Gain expertise in both foundational and advanced concepts, including machine learning, deep learning, big data analytics, and AI-driven decision-making.
  • Flexible Learning – Designed for working professionals, this online program offers live interactive sessions, recorded lectures, and self-paced study options to fit seamlessly into your schedule.
  • Hands-on, Industry-Focused Approach – Work on real-world projects, case studies, and industry-aligned assignments that help you build a portfolio demonstrating practical skills.
  • Globally Recognized Certification – Earn an Executive Post Graduate certificate from a prestigious institution, adding weight to your professional credentials and opening doors to top-tier job opportunities.

Why Choose the University of Maryland?

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:

  • World-Class Faculty & Industry Leaders – Learn from renowned professors, data scientists, and industry practitioners with deep expertise in data science, machine learning, and AI. Their insights help bridge the gap between theory and real-world applications.
  • Prestigious Global Recognition – Ranked among the top public research institutions in the United States, the University of Maryland’s Smith School of Business is widely recognized for its leadership in analytics and technology-driven education.
  • Robust Industry Connections – Leverage the university’s strong partnerships with global organizations, Fortune 500 companies, and leading tech firms through networking events, guest lectures, and industry collaborations.
  • Comprehensive Academic & Professional Resources – Access state-of-the-art learning facilities, career development support, research databases, and mentorship programs designed to enhance both academic success and career growth.
  • A Legacy of Excellence & Innovation – With a strong focus on entrepreneurship, leadership, and business innovation, the University of Maryland equips students with the skills and confidence to thrive in the evolving landscape of data science and machine learning.

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.

Why Choose the Executive Post Graduate Program in Data Science & Machine Learning from the University of Maryland?

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:

  • Collaborative Learning Environment – Engage with a diverse cohort of peers, including professionals from various industries, fostering a rich exchange of ideas, insights, and best practices. Interact with faculty, industry experts, and mentors through live sessions, discussions, and group projects, enhancing your learning experience.
  • Comprehensive Career Support – Gain access to personalized career guidance, one-on-one mentorship, and professional networking opportunities. Benefit from resume-building workshops, interview preparation sessions, and career counseling designed to help you transition into leadership roles in data science and machine learning.
  • Applied Learning Approach – Develop real-world problem-solving skills through capstone projects, hands-on case studies, and industry-relevant assignments. Work on data-driven challenges faced by organizations, ensuring that you gain practical experience applicable to your career.
  • Globally Recognized Certification – Earn a prestigious Executive Post Graduate certificate from the University of Maryland, enhancing your professional credibility and career prospects in the rapidly growing field of data science and machine learning.

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.

EPGP Maryland Data Science Certificate

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

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University of Maryland

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

Who Should Enroll in the Executive Post Graduate Program in Data Science & Machine Learning?

This program is designed for a diverse group of learners, making it an excellent choice for:

  • Professionals Seeking Career Advancement – Ideal for individuals looking to transition into data-centric roles or enhance their expertise in data science, machine learning, and AI to unlock new career opportunities.
  • Recent Graduates – Open to bachelor’s degree holders from any discipline who want to build a strong foundation in data science and step into one of the most in-demand career fields.
  • Non-Technical Professionals – Suited for professionals from marketing, healthcare, finance, and other industries who want to integrate data-driven decision-making into their work and stay ahead in a data-first world.
  • IT and Software Engineers – Designed for tech professionals who want to expand their knowledge of machine learning, AI, and big data analytics, helping them apply data science methodologies to real-world challenges.

Whether you’re looking to pivot into data science, enhance your existing skills, or future-proof your career, this program provides the right blend of theory, hands-on learning, and industry insights to help you achieve your goals.

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
200+
Career Transitions

Top Recruiters

Amazon
Microsoft
Myntra
American Express
Tech Mahindra
Accenture
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Career Outcomes of the Executive Post Graduate Program in Data Science & Machine Learning

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.

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EPGP Maryland Data Science 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

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

Programming Tools and Languages

Data Science Program Instructors

Who will you learn from?

7

Instructors

Data Science 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.

Data Science Programme Alumni

What Our Learners Have To Say

Data Science Course Fees

Invest In Your Success

13 Months
Starting at
INR 5,625/month
Totally INR 2,50,000*

Inclusions

Live interaction with UMD faculty
upGrad exclusive job portal
37 U.S. credits upon successful completion of programme
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Data Science Course Eligibility and Admissions

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 

Data science Projects

Learn by Doing

Gain industry exposure with relevant projects taught by leading faculty and industry leaders

9+

Projects

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Refer and Earn Rewards
Refer someone and Earn upto INR 50,000 Cashback/Vouchers, on every successful enrollment
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About the EPGP Maryland 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.

Frequently Asked Questions

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.

Need to know more?

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

upGrad Learner Support

Talk to our experts. We are available 7 days a week, 9 AM to 12 AM (midnight)

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Indian Nationals

1800 210 2020

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Foreign Nationals

+918068792934

Disclaimer

Please note that upGrad facilitates program delivery and is not a college or university in itself. The credits and credentials for the programs featured here are awarded solely by the respective foreign universities. It is important to understand that these universities, while providing these programs, may have accreditation and recognition in their hom.