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Dr. Mehmet Altug is an associate professor of information systems and operations management at the Costello College of Business at George Mason University, where he also serves as academic director of the master’s in business analytics program and director of the Center for Retail Transformation. He earned his PhD in decision, risk and operations from Columbia Business School, and before entering academia he worked at i2 Technologies as a supply chain consultant, solution architect, and project lead on large-scale supply chain projects for companies around the world. His research focuses on pricing and revenue management, retail operations, and supply chain management.
OnlineEngineeringPrograms.com: Who is a good fit for a graduate certificate in business data analytics, versus someone who should pursue a full master’s degree?
Dr. Altug: A certificate is appropriate for someone who is working full-time and does not have the time to dedicate to a master’s program, or who is not yet sure about that level of commitment. Maybe you are working at a company, and you have been pulled into an analytics project and want to improve your understanding of the field faster. Taking a few courses is a quicker way to achieve that, and you still get a school credential you can add to your resume.
If you are confident that this is the field you want to go into and you need a master’s to make that move, then a master’s would be the preferred route. That would also apply to someone right out of college who had an undergraduate degree in a somewhat related field and wants to continue with graduate study for a deeper understanding.
OnlineEngineeringPrograms.com: How does a graduate certificate in business data analytics typically fit into a broader academic pathway?
Dr. Altug: A certificate is essentially a subset of the master’s program. If the master’s program has ten courses, the certificate might have four, and one of those is a core class, with the others being electives. By taking those four courses, a student gains exposure to specific methodologies and applications and develops a solid foundation in the field.
If they then decide they want to go deeper, they can apply to the master’s program, and those four certificate courses can count as credit toward the degree. We call that stackability. That design means students are not starting over; they are building on what they have already done.
OnlineEngineeringPrograms.com: What kinds of careers do graduates with a certificate or master’s in business data analytics typically pursue?
Dr. Altug: There are many job prospects in business analytics, and it is really a very good area to be in. Graduates can work as business analysts or data scientists, or as consultants taking responsibility for analytics implementations. Those implementations can happen in any field: supply chain, marketing, healthcare, HR.
One of the great things about this field is that it is horizontal. It is relevant to every area. These days, data is everywhere, and analytics is relevant to pretty much everything. So whether you are joining a company’s data science department or working on analytics projects within your own domain area, a credential in business analytics will add real value.
OnlineEngineeringPrograms.com: What do you find most rewarding about working in business data analytics that students might not expect going in?
Dr. Altug: For me, it is the act of adding value. There is all this data sitting there, and without someone who knows what to do with it, it just does not make sense. You go in, try to create meaning out of it, generate insights, and use those insights to help an organization make better decisions.
It is a bit like solving a puzzle. And then when you present your findings and you see that spark in someone’s eyes, when your manager says, “I never saw that before,” those are the rewarding moments. They are more intangible, but they are real.
OnlineEngineeringPrograms.com: What would you want students to know before enrolling in a business data analytics program?
Dr. Altug: I would say: go for it. If this is their passion and they are drawn to this kind of work, the job prospects are strong, and I do not see that changing. Data is everywhere, and it is not going to stop. Having that understanding, regardless of what domain area you come from, will add value to your credentials and open doors you may not have expected.
George Mason University — Costello College of Business
George Mason University’s Costello College of Business offers an online graduate certificate in business analytics designed for analysts and managers seeking a flexible, competitively priced program. The curriculum covers a wide array of methodologies and techniques, from data collection, organization, and reporting to the extraction of actionable information for decision-makers. Students come from a wide range of professional and academic backgrounds, and the program is structured to accommodate busy working professionals.
The four-course curriculum includes data mining for business analytics, advanced data mining for business analytics, marketing research, and marketing analytics. Together these courses build skills in predictive and descriptive analytics, data-driven decision making, and the application of analytics to real marketing and business challenges.
A key advantage of the program is its stackability. Certificate credits can be applied toward George Mason’s MBA or Master’s in Business Analytics degree programs upon enrollment, making it a practical on-ramp for students who may want to pursue a full graduate degree down the road.
Admission requirements include a completed application, resume, official undergraduate and graduate transcripts with a minimum GPA of 3.0 (a GPA addendum essay is accepted for applicants with a GPA below 3.0), and a completed course in statistics or business analytics.
Boston University offers an online applied business analytics graduate certificate. This program is available online and on campus, providing students with a comprehensive understanding of data analytics techniques. The program also serves as a stepping stone to Metropolitan College management degree programs. Program faculty members include professors with extensive real-world experience.
Admission requirements for the program include a bachelor’s degree from a fully accredited institution, completion of the pre-analytics laboratory module (or possession of equivalent knowledge), an official transcript, and a grade point average of 3.0.
Offered completely online, the hands-on pre-analytics laboratory provides students with the fundamental knowledge in business analysis, data modeling, and decision-support tools necessary for focused study of business analytics foundations, enterprise risk analytics, and subsequent courses.
Made up of 16 credit-hours, the curriculum of the certificate program covers advanced software functions and tools such as text and data mining, predictive modeling, visual analytics, OLAP tables, and simulations. Course topics include business analytics foundations, enterprise risk analytics, marketing analytics, and web analytics for business.
Students enrolled in this program learn to analyze business processes, select the right analytical methods to monitor performance issues, and develop data-backed solutions. Graduates can pursue work as mathematicians and statisticians, as well as analyst positions in finance and operations or market research.
Pennsylvania State University Global Campus -Smeal College of Business
The Pennsylvania State University offers an online graduate certificate in business analytics. This fully online program teaches students how to make data-driven and informed business decisions. The program is offered in partnership with the Penn State Smeal College of Business, an AACSB-accredited institution. The faculty is the same as that of other Smeal programs.
Applicants must have a baccalaureate degree from a regionally accredited U.S. institution (or a tertiary degree that is deemed comparable to a four-year bachelor’s degree), official transcripts from each institution attended, a grade point average of 3.0, a current resume, statement of intent, and TOEFL or IELTS scores for international students. GRE or GMAT test scores are not required, but they are encouraged.
Comprising nine credit-hours, the curriculum teaches students to analyze and explore large data sets, analyze all aspects of a problem before reaching a conclusion, and build new strategies for business.
Students not only learn how to use forecasting and optimization techniques but also develop valuable skills in marketing, supply chain management, risk management, and operations.
University of Maryland Global Campus
University of Maryland Global Campus offers an online graduate certificate in the foundations in business analytics. All courses in the program are available online. The program teaches students how to manipulate and manage data and make informed decisions. The curriculum is designed with input from leading employers, giving students a competitive edge in the job market.
The major admission requirements for the program include a bachelor’s degree from a regionally accredited university or college and proof of industry certification, such as IBM certifications in Cognos and Risk Analytics, and SAS certifications. In addition, an official transcript reflecting completion of 200-level or higher coursework in statistics and computer programming (with a minimum grade of B) from a regionally accredited college or university is required of all applicants.
Consisting of 12 credit-hours, the curriculum is designed with input from employers, industry experts, and scholars. It includes courses such as decision management systems, and data management and visualization.
Students learn how to transform large amounts of data into actionable steps, take up projects related to data analytics, devise new business and leadership strategies, and use data mining and warehousing methods.
The program opens up numerous opportunities in data warehousing, database design, data mining, predictive analytics, data modeling and more, for graduates.
Colorado State University Global
Colorado State University Global offers an online graduate certificate in business analytics. This fully online program is ideal for modern learners who wish to advance their knowledge and manage data at the enterprise level. With the expertise in business analytics students gain in this program, they can identify organizational needs and provide solutions based on real-world information.
In order to be accepted into the program, applicants must have a bachelor’s degree from a regionally accredited institution, grade point average of 3.0, a statement of purpose, professional resume, and official transcripts. International applicants must submit documentation of English proficiency.
The program comprises 12 credit-hours. The curriculum consists of courses such as foundations of data analytics, data mining and visualization, predictive analytics, and business analytics.
The program equips students with skills such as applying data analytics techniques and providing results, designing and implementing analytics solutions that align with organizational strategies, and demonstrating the principles of predictive, prescriptive, and descriptive analytics. Graduates can pursue opportunities in a variety of settings on completion of the program.
Arizona State University offers an online undergraduate certificate in applied business data analytics. This program is available both on campus and online. The program explores techniques used to streamline business processes and decision-making with data. The program is ideal for students who aspire to work with large amounts of data using software and computers.
Admission requirements for the program include a high school diploma, grade point average of 3.0 in competency courses, completed online application, official transcripts from each educational institution attended, and ACT or SAT scores. International applicants whose native language is not English are required to provide proof of English language proficiency by submitting TOEFL or IELTS scores.
The program is made up of 18 credit-hours. Course topics include computer applications and information technology, advanced Excel in business, business process management, business project management, and business intelligence.
Students become adept at working with big data to make decisions about process designs, projects, and tasks. They learn how to collect, organize, and analyze large datasets, decipher patterns and useful information, and use their findings to achieve a competitive advantage in any industry or field.
Graduates of the program will be well-equipped to work as statisticians, auditors, management analysts, database administrators, and search engine strategists.
The University of Nebraska offers a fully online graduate certificate in business analytics. The program prepares business leaders to solve problems by leveraging data.
The major admissions requirements include a bachelor’s degree, completion of an introductory statistics course with a satisfactory grade, and official transcripts, among others.
The program consists of 12 credit-hours and credits earned for the certificate may be applied toward the MBA program. As part of the program, students delve into topics such as an introduction to econometrics, business analytics, data mining applications, and strategic database marketing.
Students will understand the importance and use of business analytics, how data can help them make better decisions, and the importance of data mining in solving problems. The program opens a wide range of data analytics and mining opportunities for students.
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