Certificate in Data Analysis (Online at your own pace)
Data Analysis is quickly becoming one of the most sought-after skills in the workplace. Companies have vast amounts of data, but it is rare to have someone with the ability to analyze that data to see trends and make predictions. Add a whole new skill set to your portfolio, and make a big difference in the success of your organization by acquiring data analysis skills. Begin with getting a basic understanding of how to analyze data in a business setting. Then learn how many of your business decisions involve comparing groups for differences. You will know the statistics behind these group differences and relationships. Finally you will find out how to perform inquiries that will be useful to your business or organization, and have the skill necessary to communicate these results through graphs and text that your fellow employees will understand. Whether your business is home based or a large company, this certificate will take you to the next level where important decision-making is concerned.
Students need to have an understanding of Microsoft Excel to complete this certificate. This Certificate is comprised of the following courses. (Scroll down for class details):
- Introduction
- Intermediate
-
Advanced
Courses are online and asynchronous, meaning students may login to the classroom anytime during the course session, day or night, 24/7. For more information, go to our Online Professional Development Certificates & Courses FAQ
Class Details:
| Introduction to Data Analysis | ||
Unit 1: Understanding Data
Discover methods of Collecting Data Examine Quantitative Data Examine Qualitative Data |
Unit 2: Processing Data
Determine the Appropriate Statistical Method for use in various scenarios Identify methods of Sorting and Filtering Data Categorize Data |
|
Unit 3: Analyzing Data
Perform Trend Analysis Perform Breakeven Analysis Understand basic Statistical Modelling |
Unit 4: Interpreting and Presenting Results
Generate Effective Charts Create Pivot Tables and Pivot Charts Compile a Dashboard for Management |
|
| Intermediate Data Analysis | ||
Unit 1: Looking for Differences between Groups
Two related groups Three or more groups |
Unit 2: Looking for Relationships
Clusters of variables Predicting one variable from one or more variable |
|
Unit 3: Looking at Ratings
Tests of relationship using ratings |
Unit 4: Looking at How to Report the Results
How to draft the narrative How to engage your audience |
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| Advanced Data Analysis | ||
Unit 1: Developing a Survey
Fundamentals of Survey Research Ethical Considerations Likert Scales |
Unit 2: Comparing Means
Statistical Significance Communicating Results Graphically and Textually Practical Problems involving Means Comparisons |
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Unit 3: Finding Differences between Groups
Post Hoc Comparisons Communicating Results Graphically and Textually Practical Problems Involving ANOVA |
Unit 4: Individual Research Inquiries
Setting Up Study Communicating Results Graphically and Textually |
Mary Dereshiwsky
Mary I. Dereshiwsky, Ph.D., COI, is a Professor of Educational Leadership and Research at Northern Arizona University in Flagstaff, Arizona. Mary has been developing and teaching online courses in research methods and statistics since 1994. She holds a doctorate in Business Administration from the University of Massachusetts at Amherst.
Jeff Kritzer
Jeff Kritzer has many years of experience as a Special Education Resource Teacher and has assessed thousands of students during his long career. He has studied applied statistics at the graduate level and has attended the Summer Program in Quantitative Research at the University of Michigan. He has a Ph.D in Education and is currently a Professor in Teacher Education at a leading Midwestern University.
John Rutledge
With over 25 years’ experience in the IT field, John Rutledge has a BA in Psychology and a Diploma in Computer Programming as well as having received numerous certifications and awards. He holds a Microsoft Office Master Certification and has a globally-recognized ICDL (International Computer Driver’s License) certification as well. John was the Manager of a Technical Support Desk for a multinational for several years. Prior to that, he held roles as Project Lead on a national software implementation project, Systems Analyst and Programmer Analyst. Currently the owner of an IT Consultancy firm, John works regularly with businesses of all sizes to assist them in understanding and managing their data.
OE-62200c-ugc
Online registration is overInstructors:
- Mary Dereshiwsky
- Jeff Kritzer
- John Rutledge
| Date | Time | Location |
|---|---|---|
| Mon, Jun 2nd 2025 | 12:01 AM - 11:59 PM | Online |
| Tue, Jun 3rd 2025 | 12:01 AM - 11:59 PM | Online |
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OE-62200d-ugc
Online registration is overInstructors:
- Mary Dereshiwsky
- Jeff Kritzer
- John Rutledge
| Date | Time | Location |
|---|---|---|
| Tue, Sep 2nd 2025 | 12:01 AM - 11:59 PM | Online |
| Wed, Sep 3rd 2025 | 12:01 AM - 11:59 PM | Online |
| Thu, Sep 4th 2025 | 12:01 AM - 11:59 PM | Online |
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