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Graduate Certificate Program in Business Analytics

Learn how to capture and interpret data to inform business strategies and improve results with this flexible and affordable online graduate certificate program.

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Build Your Analytics Expertise and Boost Your Career

Advance your educational and professional goals with a Graduate Certificate in Business Analytics from UMass Lowell — a top-ranked, public research university. This four-course certificate program is available entirely online and designed for working professionals who are looking to build a solid foundation of analytical skills that can be used to solve real-world problems in a variety of business areas.

With this graduate certificate program, you will gain knowledge about analytical techniques and decision-making tools that will enable you to translate raw data into actionable business intelligence. Business analytics is a critical function at both private and public firms in a diverse range of fields including health care, government, engineering, health sciences, e-commerce, transportation and manufacturing.

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The growing field of business analytics encompasses numerous areas of specialization including management analytics, marketing analytics, computers systems analytics, and operations analytics. Experts predict that hundreds of thousands of new jobs will be created in this domain in the next 10 years.

Employment of management analysts is projected to grow 14 percent from 2016 to 2026, faster than the average for all occupations. Demand for the services of these workers should grow as organizations continue to seek ways to improve efficiency and control costs.
—U.S. Department of Labor, Bureau of Labor Statistics, Occupational Outlook Handbook, 2019
AACSB Badge This program is offered through UMass Lowell's Manning School of Business, which is accredited by the Association to Advance Collegiate Schools of Business International (AACSB) — an elite distinction earned by less than five percent of business schools worldwide.

Manning School of Business faculty and instructors are dedicated to excellence in teaching and research, and the program’s challenging, relevant curriculum is aligned with current industry trends and employer needs.

Gain Valuable Knowledge for Today's Workplace

With UMass Lowell's online Graduate Certificate in Business Analytics, you will position yourself for success by deepening your professional knowledge of a diverse range of pertinent topics such as:

  • The three main facets of business analytics: descriptive, predictive and prescriptive analytics
  • The modeling, design, implementation and management of database systems for operational and strategic purposes
  • Ethical issues related to data mining
  • Data-oriented business intelligence techniques including classification, clustering, association analysis and prediction
  • Principles and techniques of applied mathematical modeling for managerial decision making

One Success Leads to Another

Apply credits from lower credentials to higher ones. Our programs are designed to build upon themselves:

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Graduate Certificate Program in Business Analytics
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Master of Science in Business Analytics
OR
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Graduate Certificate Program in Business Analytics
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Master's Degree in Business Administration

Curriculum Outline

- 4 Courses / 12 Credits

Required Courses (Choose 2 from each group)

Group 1

Group 2

Graduate Certificate Requirements

Students enrolled in graduate certificate programs through UMass Lowell must complete all courses indicated in the curriculum outline. Students may complete the certificate program at their own pace by registering for and successfully completing one or more courses each semester, depending upon his/her personal time constraints. Students are required to maintain a minimum grade point average of 3.0 with no more than one course grade below B to receive the certificate.

Online courses meet throughout the year during the Fall, Spring and Summer semesters (see Calendar for details). Online students generally log into their online course website one or more times per week to retrieve lectures and assignments or to participate in a chat session. Online students should expect to spend 6 to 10 hours per week engaged in course-related activities for each course. For more information on online courses, visit our online program home page .

Completing a Graduate Certificate Program

Graduate certificate courses must be completed within a five-year period with a minimum 3.0 grade point average and no more than one course with a grade below B. Once all courses for a graduate certificate have been completed, students must complete and submit the Graduate Certificate Clearance Form. Please submit your completed form to: UMass Lowell Registrar's Office, 220 Pawtucket Street, Lowell, MA 01854-5129. Forms can also be scanned and emailed to thesolutioncenter@uml.edu.

Course Descriptions

This course provides students with in-depth knowledge for modeling, designing, implementing, and managing database systems for operational and decision support purposes. Topics covered include relational database model, entity-relationship modeling, normalization, SQL language, data warehousing, data quality and integration, data and database administration, and object-oriented database. 3 credits.
Prerequisites:

MIST.6010 Management information systems, and Matriculated MS Business Analytics, or Business Analytics Certificate, or Permission of Program Coordinator.

This Course introduces the concepts and technologies of business intelligence and data mining. The course studies how data-oriented business intelligence techniques can be used by organizations to gain competitive advantages, as well as how to design and develop these techniques. Topics include classification, clustering, association analysis, prediction, and text and web mining. Data-mining related ethical issues will also be discussed. 3 credits.
Prerequisites:

MIST.6010 Management information systems, and Matriculated MS Business Analytics, or Business Analytics Certificate, or Permission of Program Coordinator.

This course provides students with knowledge and skills to process data for business analytics. Topics include data quality requirement and data preparation for business analytics, impact of data quality on analytics, and methods for assessing and improving data quality in the context of business analytics. 3 credits.
Prerequisites:

MIST.6010 Management information systems, and Matriculated MS Business Analytics, or Business Analytics Certificate, or Permission of Program Coordinator.

This course introduces statistical methods and techniques for predictive analytics. This is part of the business-analytics umbrella of courses. The main focus of this course is on regression, a powerful and widely used predictive method. Topics covered include simple linear regression, multiple regression, variable selection, model diagnostics, and systems of regression equations. The course also covers classification techniques using statistical methods such as linear discriminant function and logistic regression. Spreadsheet software, such as MS Excel, and statistical software, such as SAS and R, will be heavily utilized. 3 credits.
Prerequisites:

POMS.6010 Operations Management, or Matriculated MS Business Analytics, or Business Analytics Certificate, or matriculated MS Engineering Management, or permission of program coordinator.

This course covers the three main facets of business analytics: descriptive, predictive, and prescriptive analytics. Students will gain the knowledge of managerial decision-making (commonly referred to as data analytics, decision support systems-DSS, data mining). Some of the business analytic topics covered include neural networks, decision trees, support vector machines, k-means, association rule mining, Analytical Hierarchy Process, Data Envelopment Analysis, expert systems, optimization, and simulation. 3 credits.
Prerequisites:

POMS.6010 Operations Management, or Matriculated MS Business Analytics, or Business Analytics Certificate, or matriculated MS Engineering Management, or permission of program coordinator.

This course covers principles and techniques of applied mathematical modeling for managerial decision making. Emphasis is on the methods of prescriptive analytics, including optimization models, decision analysis, simulation modeling, and risk analysis. Problems studied will include applications in finance, health care, marketing, operations, and management. Cases studies will be used extensively to demonstrate the practical use of models to improve managerial decision making. In addition to developing and applying models, emphasis will be placed on explaining the models and interpreting their results. 3 credits.
Prerequisites:

POMS.6010 Operations Management, or Matriculated MS Business Analytics, or Business Analytics Certificate, or matriculated MS Engineering Management, or permission of program coordinator.

Tuition & Fees

At UMass Lowell, we believe that students should have as much information as possible up front so they can make informed decisions before enrolling in a degree program or signing up for a course.

Tuition for all undergraduate courses offered through the Division of Graduate, Online & Professional Studies is the same for both in-state and out-of-state students. Tuition for all online graduate courses is also the same for both in-state and out-of-state students. Tuition is priced per credit. To calculate the tuition for a course, simply multiply the per-credit tuition by the total number of credits per course. Exception: If the total number of course contact hours is greater than the total number of credits, the per-credit tuition is instead multiplied by the total number of contact hours.

Fall 2021 Tuition

 Per Credit / Contact Hour
Graduate Online Courses
(Except Graduate Online Business*, IT, Engineering and Education Courses)
 $575.00
Graduate Online Business* Courses $655.00
Graduate Online IT and Engineering Courses** $590.00

*Applies to courses with the following prefixes: ACCT, BUSI, ENTR, FINA, MGMT, MKTG, MIST, POMS offered through the Manning School of Business

**Applies to courses with the following prefixes: CHEN, CIVE, EECE, ENGN, MECH, PLAS offered through the Francis College of Engineering. Applies also to MSIT courses in the Master's in Information Technology, Graduate Certificate in Cybersecurity and the Graduate Certificate in Systems Models and Management.

The cost to audit a course will be charged the rates listed above.

Additional Fees
Registration Fee per Term $30.00
Late Fee for Nonpayment $50.00
Fee for Graduate Degree and Certificate Applications $50.00

Please Note: Test requirements for graduate applications have been temporarily waived. Learn more.
Apply Now

Questions Regarding Your Graduate Application?

Email Graduate_Admissions@uml.edu or call 800-656-4723 (for U.S. students) or 978-934-2390 (for international students).

For General Assistance:

For general questions about registering for courses or to find out who the advisor is for your graduate program, call 800-480-3190. Our admissions and advising teams are here to help!

Already Applied?

Check the Status of Your Application

Information for Out-of-State Students

Information for International Students

Registration

Current students can register using SiS Self-Service. New students who have not already applied and been accepted to a program must use the Non-Degree Registration Form.

You can take courses without being officially enrolled in a certificate or degree program, but you must meet course prerequisites. Registrations are accepted on a first-come, first-served basis. Class size is limited. We recommend that you register early to reserve your place in class.

For more information, please visit our Registration Page.

New Students

If you have not already applied and been accepted to a program.
Register with Non-Degree Reg. Form

Current Students

If you have applied, been accepted to and are currently enrolled in a program.
Register with SIS Self-Service

Questions?

Email our Advising Center for assistance, or call 800-480-3190 to speak with an advisor.

Please Note: While every effort has been made to ensure the accuracy of the information presented within this website, the Division of Graduate, Online & Professional Studies reserves the right to implement new rules and regulations and to make changes of any nature in its program, calendar, locations, tuition and fees. Whenever possible, appropriate notice of such changes will be given before they become effective. In applying for a degree program or registering for courses, each student assumes full responsibility for knowledge of and compliance with the definitions, regulations and procedures of UMass Lowell as set forth on our website. For additional information, please refer to the Graduate Program Policies found within the UMass Lowell Graduate Catalog.

Prerequisite Undergraduate Courses

Introductory-level business course prerequisites are required in the following areas: statistics and management information systems.

Statistics

  • ECON.2110 Statistics for Business and Economics I (3cr)
    • OR
  • MATH.2830 Introduction to Statistics (3cr)
    • OR
  • Equivalent

Management Information Systems

  • MIST.2010 Business Information Systems (3cr)
    • OR
  • MIST.6010 Management Information Systems (3cr)
    • OR
  • Equivalent

Applying into an Online Graduate Certificate Program

UMass Lowell Graduate Certificate Programs provide knowledge and expertise that are vital in today's rapidly changing workplace. In many cases, graduate certificate courses may be applied toward a master's degree at UMass Lowell. Most graduate certificates consist of four courses, for a total of 12 graduate credits. This is a great way to earn a graduate-level credential on the way to earning your master's.

WHO CAN APPLY?

Holders of an appropriate bachelor's degree

HOW TO APPLY?

Learn more about specific application requirements for your program of interest. When you're ready, you can apply online or download an application at http://www.uml.edu/grad.

There is a $50 application fee for all programs except engineering, for which there is a $75 application fee. NO Graduate Record Exam (GRE) is required for graduate certificate programs. Credits earned from a graduate certificate may be used toward a related graduate degree with the approval of the graduate program coordinator. Students who complete a graduate certificate with a cumulative GPA of 3.50 or better in a UMass Lowell graduate certificate program may be able to waive the GRE when applying to a related master's degree. Graduate Certificate Programs must be completed within a five-year period with a minimum 3.0 grade point average and with not more than one course with a grade below B. Courses completed for one certificate may not be used for other certificates. Once you have completed all of the courses required for your certificate, please complete and submit the Graduate Certificate Clearance Form.

For specific information regarding any of the above application materials (which may vary for some programs), please see UMass Lowell's Graduate Application Requirements at https://www.uml.edu/Grad/Process/.

Applications can be completed and submitted at any time during the year. Each application is processed — and each applicant notified — as soon as all admissions materials have been received and reviewed. For additional details, please visit https://www.uml.edu/grad/.

Graduate Program Admissions Requirements

Admission to all graduate programs at UMass Lowell is contingent upon successful completion of a bachelor's degree. In many cases, applicants may register for a course before they have formally applied into the program; however, students requiring financial aid may want to wait until they have been formally accepted into the program to ensure that their course(s) will be covered. Contact UMass Lowell's Office of Graduate Admissions if you have questions about the application process.

Please Note: Test requirements for graduate applications have been temporarily waived. Learn more.
Apply Now

Questions Regarding Your Graduate Application?

Email Graduate_Admissions@uml.edu or call 800-656-4723 (for U.S. students) or 978-934-2390 (for international students).

For General Assistance:

For general questions about registering for courses or to find out who the advisor is for your graduate program, call 800-480-3190. Our admissions and advising teams are here to help!

Already Applied?

Check the Status of Your Application

Information for Out-of-State Students

Information for International Students

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