Business Analytics: From Data to Insights

Identify effective methods for collecting data on customer behavior and use it to make better decisions for your business.

Learn how to use historical data such as trends and consumption patterns to estimate forecasts for the future.

Choose the right tool for decision-making to create future business strategies and determine the kinds of predictions you can make to create future strategies.

Apply optimization models to specific business challenges with low uncertainty and determine the most favorable outcome for your business.

Interpret and visualize the results of simulation models to evaluate complex business decisions in uncertain settings.

Use data analytics to derive insights into the key components of the staffing cycle for your business — hiring, internal mobility, and attrition.

Write prescriptions for data-driven decision-making for your organization using optimization models.

Determine the most favorable outcome for a business decision using decision trees in conjunction with optimization and simulation.

Explain important components of different use cases of analytics in business and create a plan to put data to work in your organization.

Simulation Toolkit

• Analysis ToolPak

• Solver Optimization Tool

Is business analytics full of math?

Business analytics involves math, but it is taught using accessible tools like Microsoft Excel, visualization software, and step-by-step instruction in statistical concepts, confidence intervals, test hypotheses, and multiple regression analysis. The focus is on applying math to real business processes, not advanced academic theory. The program emphasizes using math to solve business problems, interpret data sets, and support data-driven decision making.

How much time is required each week?

Each program includes an estimated learner effort per week. This is referenced at the top of the program landing page under the Duration section, as well as in the program brochure, which you can obtain by submitting the short form at the top of this web page.

How will my time be spent?

We have designed this program to fit into your current working life as efficiently as possible. Time will be spent among a variety of activities including:

• Engaging with recorded video lectures from faculty

• Attending webinars and office hours, as per the specific program schedule

• Reading or engaging with examples of core topics

• Completing knowledge checks/quizzes and required activities

• Engaging in moderated discussion groups with your peers

• Completing your final project, if required

The program is designed to be highly interactive while also allowing time for self-reflection and to demonstrate an understanding of the core topics through various active learning exercises. Please email us if you need further clarification on program activities.

What is it like to learn online with the learning collaborator, Emeritus?

More than 300,000 learners across 200 countries have chosen to advance their skills with Emeritus and its educational learning partners. In fact, 90 percent of the respondents of a recent survey across all our programs said that their learning outcomes were met or exceeded.

All the contents of the course would be made available to students at the commencement of the course. However, to ensure the program delivers the desired learning outcomes the students may appoint Emeritus to manage the delivery of the program in a cohort-based manner the cost of which is already included in the overall course fee of the course.

A dedicated program support team is available 24/5 (Monday to Friday) to answer questions about the learning platform, technical issues, or anything else that may affect your learning experience.

How do I interact with other program participants?

Peer learning adds substantially to the overall learning experience and is an important part of the program. You can connect and communicate with other participants through our learning platform.

What is a business analytics certificate?

A business analytics certificate is a credential that demonstrates mastery of data management, predictive models, analytical techniques, descriptive statistics, and online business analytics. The certificate validates your ability to analyze data, apply business intelligence analytics, and support business leaders with data-backed insights. This program offers a professional certificate upon completion, showcasing practical skills that employers value.

Is an analytics certificate worth it?

Absolutely. An analytics certificate is valuable because it signals competence in data cleansing, regression analysis, predictive analytics, descriptive statistics, and working with complex datasets. This program strengthens your ability to draw conclusions, interpret key concepts, and use analytical techniques to improve career development and advance toward your career goals.

What is the difference between a certification and a certificate in business analytics?

A certification in business analytics typically validates technical proficiency through formal exams or standardized testing, while a certificate program in business analytics recognizes completion of a structured learning experience that develops applied skills and analytical skills.

For professionals, a certificate program offers a flexible way to strengthen data management capabilities and align learning with career goals without the formal testing requirements of a certification. The Business Analytics: From Data to Insights program emphasizes practical application, enabling participants to interpret data, forecast outcomes with predictive models, and draw informed business decisions from real-world examples. Upon completion, participants earn a Wharton Executive Education digital certificate, reflecting their commitment to continuous learning and their ability to apply analytics effectively in professional settings.

What are the requirements to earn the certificate?

Each program includes an estimated learner effort per week, so you can gauge what will be required before you enroll. This is referenced at the top of the program landing page under the Duration section, as well as in the program brochure, which you can obtain by submitting the short form at the top of this web page. All programs are designed to fit into your working life.

This program is scored as a pass or no-pass; participants must complete the required activities to pass and obtain the certificate of completion. Some programs include a final project submission or other assignments to obtain passing status. This information will be noted in the program brochure. Please email us if you need further clarification on any specific program requirements.

What type of certificate will I receive?

Upon successful completion of the program, you will receive a smart digital certificate. The smart digital certificate can be shared with friends, family, schools, or potential employers. You can use it on your cover letter, resume, and/or display it on your LinkedIn profile.

The digital certificate will be sent approximately two weeks after the program, once grading is complete.

Can I get the hard copy of the certificate?

No, only verified digital certificates will be issued upon successful completion. This allows you to share your credentials on social platforms such as LinkedIn, Facebook, and Twitter.

Do I receive alumni status after completing this program?

No, there is no alumni status granted for this program. In some cases, there are credits that count toward a higher level of certification. This information will be clearly noted in the program brochure.

How long will I have access to the learning materials?

You will have access to the online learning platform and all the videos and program materials for 12 months following the program start date. Access to the learning platform is restricted to registered participants per the terms of agreement.

What equipment or technical requirements are there for this program?

Participants will need the latest version of their preferred browser to access the learning platform. In addition, Microsoft Office and a PDF viewer are required to access documents, spreadsheets, presentations, PDF files, and transcripts.

Do I need to be online to access the program content?

Yes, the learning platform is accessed via the internet, and video content is not available for download. However, you can download files of video transcripts, assignment templates, readings, etc. For maximum flexibility, you can access program content from a desktop, laptop, tablet, or mobile device.

Video lectures must be streamed via the internet, and any livestream webinars and office hours will require an internet connection. However, these sessions are always recorded, so you may view them later.

Can I still register if the registration deadline has passed?

Yes, you can register up until seven days past the published start date of the program without missing any of the core program material or learnings.

What is the program fee, and what forms of payment do you accept?

The program fee is noted at the top of this program web page and usually referenced in the program brochure as well.

• Flexible payment options are available (see details below as well as at the top of this program web page next to FEE).

• Tuition assistance is available for participants who qualify. Please email learner.success@emeritus.org.

What if I don’t have a credit card? Is there another method of payment accepted?

Yes, you can do the bank remittance in the program currency via wire transfer or debit card. Please contact your program advisor, or email us for details.

I was not able to use the discount code provided. Can you help?

Yes! Please email us with the details of the program you are interested in, and we will assist you.

How can I obtain an invoice for payment?

Please email us your invoicing requirements and the specific program you’re interested in enrolling in.

Is there an option to make flexible payments for this program?

Yes, the flexible payment option allows a participant to pay the program fee in installments. This option is made available on the payment page and should be selected before submitting the payment.

How can I obtain a W9 form?

Please connect with us via email for assistance.

Who will be collecting the payment for the program?

Emeritus collects all program payments, provides learner enrollment and program support, and manages learning platform services.

Are there any restrictions on the types of funding that can be used to pay for the program?

Program fees for Emeritus programs with Wharton Executive Education may not be paid for with (a) funds from the GI Bill, the Post-9/11 Educational Assistance Act of 2008, or similar types of military education funding benefits or (b) Title IV financial aid funds.

What is the program refund and deferral policy?

For the program refund and deferral policy, please click the link here.