PGP in DS and ML from University of Maryland

Strengthen your decision-making skills with an Executive PGP in Data Science & ML

  • Designed for working professionals and early career aspirants 
  • Receive 1:1 career counselling sessions and mock interviews with hiring managers 
  • Access best-in-class content by industry leaders such as live sessions, cases, and projects 
Enterprise Training for Teams: Get a Quote
  • 20 Masterclasses by Industry Experts
  • 100 + Hours of Live Learning Sessions
  • 20 + Industry Projects

Become an Expert in Data Science and Machine Learning

Are you looking to elevate your tech skills in the cutting edge arena of Data Science and Machine Learning? Our Executive Post Graduate Programme in Data Science & Machine Learning offered by the University of Maryland is designed to enhance your decision-making skills, enabling you to identify insights, improve your ability to make predictions and make better data-driven business decisions.

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Program Highlights

  • 100+ Hours of Live Learning Sessions

  • 400+ Hours of Learning Content

  • 20+ Industry Projects

  • 20+ Case Studies and Assignments

  • 20+ Expert Coaching Sessions

  • 1:1 Career Mentorship Sessions

  • 24*7 Student Support

  • Exclusive Job Opportunities Portal

Schedules

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The upGrad Advantage

Industry Mentors

Receive unparalleled guidance from industry mentors, teaching assistants and graders. 

Student Support

Get 24*7 access to student support team for handling your queries via email or callback requests. 

Expert Feedback

Personalized feedback on assignments and projects, regular live sessions by experts to clarify doubts. 

Doubt Resolution

Timely doubt resolution by industry experts, 100% verified responses to ensure quality learning. 

Career Services

Get mentored by an industry expert and receive personalized feedback for your career journey.

Job Opportunities

Gain exclusive access to upGrad's Job Opportunities portal and gain an edge in the application process.

prerequisites for PGP in DS and ML from University of Maryland

Prerequisites

The program design and curriculum assume an undergraduate education has been earned by the learner. Associate degree holders can pursue this program. Final year students are also eligible to apply. 

Who Should Attend

Mid Level IT professionals

Non-Technical Business Analysts

Software Engineers interested in DS

Industry Professionals who wish to apply analytics

Novice tech professionals with basic programming and math skills

Curriculum

Topics

  • Data Analysis in Excel 

Topics

  • Introduction to the program + Introduction to DS Landscape 
  • Python Programming Essentials I - Variables, Expressions, and Control Statements 
  • 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 

Topics

  • Introduction to the program + Introduction to DS Landscape 
  • Python Programming Essentials I - Variables, Expressions, and Control Statements 
  • 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 

Topics

  • Linear Regression in an Inferential Setting 
  • Linear Regression in a Predictive Setting 
  • Introduction to Classification: Logistic Regression 
  • Classification: Performance Measures 
  • Decision Tree Models 
  • Model Selection & Practical Consideration around Modelling + KNN 
  • Assignment 
  • Unsupervised Learning: Clustering 
  • Capstone 1 

Topics

  • Ensemble Models: Random Forest & Boosting 
  • Association Rules 
  • 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 

Topics

  • Introduction to Natural Language Processing 
  • Modelling on Text data 
  • 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 

Reviews

L
Liam Wilson Architect Software Developer
5

Investing in KnowledgeHut's Agile Excellence Master's Program was a game-changer for me. The program enhanced my skills and boosted my earning potential. The globally recognized certifications added credibility to my profile. I'm grateful for this transformative experience.

Attended Agile Excellence Masters Program workshop in June 2023

R
Robert Brown Business Analyst
4

Impressive program for Azure data engineering. Covers essential concepts with practical examples, equipping learners with valuable skills for the industry. Loved the assignments and projects. 

Attended Azure Data Engineer Master's Program workshop in June 2023

K
Kausik Malakar Data Architect
5

Absolutely worth it The Data Science curriculum was very challenging and rigorous, but the trainer hand-held us through the whole learning journey, answered all our doubts and gave us illustrations from his own industry experience. One of the best investments I have ever made.

Attended Data Science Bootcamp with AI workshop in July 2021

Z
Zach B Front-End Developer
5

The syllabus and the curriculum gave me all I required and the learn-by-doing approach all through the boot camp was without a doubt a work-like experience! 

Attended Front-End Development Bootcamp workshop in June 2021

M
Madeline R Developer
5

I know from first-hand experience that you can go from zero and just get a grasp on everything as you go and start building right away. 

Attended Front-End Development Bootcamp workshop in April 2021

M
Merralee Heiland Software Developer.
5

KnowledgeHut is a great platform for beginners as well as experienced professionals who want to get into the data science field. Trainers are well experienced and participants are given detailed ideas and concepts.

Attended PMP® Certification workshop in April 2020

G
Goldina Wei Java Developer
5

Knowledgehut is the best platform to gather new skills. Customer support here is very responsive. The trainer was very well experienced and helped me in clearing the doubts clearly with examples.

Attended Agile and Scrum workshop in June 2020

S
Sherm Rimbach Senior Network Architect
5
Trainer really was helpful and completed the syllabus covering each and every concept with examples on time. Knowledgehut staff was friendly and open to all questions.

Attended Certified ScrumMaster (CSM)® workshop in February 2020

Frequently Asked Questions

Course FAQs

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. 

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. 

At least 12-15 hours per week of time commitment is expected to be able to graduate from the 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. 

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. 

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 longer 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.