Certificate in Data Science and Business Analytics - University of Maryland

Strengthen your decision-making skills with DSBA certificate

  • 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
  • 30 + Live Session
  • 50 + Hours of Live Learning Sessions
  • 1 Capstone Project

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Become an Expert in Data Science and Business Analytics

Become a data-driven leader with a one-of-its-kind certificate program in data science and business analytics. Our engaging yet rigorous 31-week online program is designed for tech and non-tech working professionals to develop practical knowledge, establish a professional network, and accelerate their careers in data science and business analytics.

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Program Highlights

  • 50+ Hours of Live Learning Sessions

  • 300+ Hours of Learning Content

  • 20+ Case Studies and Assignments

  • 1 Capstone Project 

  • 1:1 Career Mentorship Sessions

  • 24*7 Student Support

  • Exclusive Job Opportunities Portal

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 

Continued Learning Support

Live sessions, focused group workshops with leading industry experts covering curriculum + advanced topics.

prerequisites for Professional Certificate Program in DS and BA -UMD

Prerequisites

The program design and curriculum assume an undergraduate education has been earned by the learner. High school graduates/ associate degree holders can pursue this program.

Who Should Attend

Mid-Level IT Professionals

Non-Technical Business Analysts

Software Engineers interested in DS

Professionals with an interest in Data Analytics

Novice tech professionals with basic programming and math skills

Curriculum

Learning Objective: Get an understanding of Data Analysis by using MS Excel. 

Topic

Data Analysis in Excel 

Learning Objective: Learn the basic concepts and practical aspects of Python from a Data Science context. 

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 
  • Data Analysis using SQL 
  • Practical Data Considerations: Data Cleaning and Preparation 
  • Course Project: Python 

Learning Objective:  Understand statistical concepts and how to visualize data for making better business decisions.

Topics
  • Exploratory Data Analysis 
  • Visualization in Python 
  • Visualization using Tableau 
  • Data Storytelling 
  • Visualization and Storytelling Assignment 
  • Inferential Statistics 
  • Hypothesis Testing 
  • Designing Business Experiments 
  • Course Project: Statistics 

Learning Objective:  Learn about linear regression and master model selection for machine learning.

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

Hands-on capstone project to deepen your understanding of Data Science and Business Analytics. 

Reviews

J
Jacob Smith IT Professional
5

The Ethical Hacking Mastery Course is truly outstanding! The live instructor-led training and course videos by Zaid and Juan were highly informative and engaging. I gained valuable skills in network scanning, web application security, and incident management. I highly recommend this course to anyone interested in a career in cybersecurity. 

Attended Ethical Hacking Mastery Course workshop in May 2023

M
Matt Davis Senior Developer
5

The learning methodology put it all together for me. I ended up attempting projects I’ve never done before and never thought I could.

Attended Full-Stack Development Bootcamp workshop in July 2022

D
Dave Murphy Business Analyst
5

Best quality in the market today In today’s world, Data science is among the best career options for an IT professional. Having already done a bunch of courses from KnowledgeHut, I was already sure of the quality of the training. And I was not disappointed. Their Data Science Bootcamp was an intensive yet refreshing course that has made me very confident to look for a job as an analyst. Thank you KnowledgeHut!

Attended Data Science Bootcamp with AI workshop in July 2021

L
Lea Kirsten Senior Developer
5

The learning methodology put it all together for me. I ended up attempting projects I’ve never done before and never thought I could. 

Attended Back-End Development Bootcamp workshop in July 2021

A
Amanda H Senior Back-End Developer
5

You can go from nothing to simply get a grip on the everything as you proceed to begin executing immediately. I know this from direct experience! 

Attended Back-End Development Bootcamp workshop in June 2021

E
Emma Smith Back End Engineer
5

KnowledgrHut’s Back-End Developer Bootcamp helped me acquire all the skills I require. The learn-by-doing method helped me gain work-like experience and helped me work on various projects. 

Attended Back-End Development Bootcamp workshop in May 2021

A
Astrid Corduas Telecommunications Specialist
5

The instructor was very knowledgeable, the course was structured very well. I would like to sincerely thank the customer support team for extending their support at every step. They were always ready to help and smoothed out the whole process.

Attended Agile and Scrum workshop in June 2020

G
Garek Bavaro Information Systems Manager
5

Knowledgehut is among the best training providers in the market with highly qualified and experienced trainers. The course covered all the topics with live examples. Overall the training session was a great experience.

Attended Agile and Scrum workshop in February 2020

Frequently Asked Questions

Program FAQs

The Program is an engaging, yet rigorous 31-week 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 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. 

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. 

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.