Predictive ModellingSAS ProgrammingMultivariate Time Series AnalysisMultivariate AnalysisMultivariate StatisticsSurrogate ModelOversamplingLogistic Regressionregression
SAS Statistical Business Analyst Professional Certificate
Distinguish Yourself as a Modeler. You will acquire SAS statistics, modeling, and programming skills including ANOVA, regression, logistic regression, business applications of modeling, and challenges of modeling.
Offered By
What you will learn
Perform ANOVA, Regression, and logistic regression analysis with one or many inputs
Prepare inputs for predictive models
Train, validate, and evaluate statistical models
Skills you will gain
About this Professional Certificate
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This program is for those who want to enhance their predictive and statistical modeling skills to drive data-informed business outcomes. If modeling data for business outcomes is relevant in your job role or industry, this certificate is a valuable indication of your proficiency.
Applied Learning Project
There are numerous hands-on practices integrated throughout the three courses of the program. Data examples are general enough to be applicable to a broad range of subject areas. Specific examples you will see in the courses address agriculture, manufacturing, health care, banking, retail, and nonprofit.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programming specialization.
Approx. 3 months to complete
Suggested 3 hours/week
English
Subtitles: English, French, Portuguese (Brazilian), Russian, Spanish
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programming specialization.
Approx. 3 months to complete
Suggested 3 hours/week
English
Subtitles: English, French, Portuguese (Brazilian), Russian, Spanish
There are 3 Courses in this Professional Certificate
Introduction to Statistical Analysis: Hypothesis Testing
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
Regression Modeling Fundamentals
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
Predictive Modeling with Logistic Regression using SAS
This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. You learn to use logistic regression to model an individual's behavior as a function of known inputs, create effect plots and odds ratio plots, handle missing data values, and tackle multicollinearity in your predictors. You also learn to assess model performance and compare models.
Offered by
SAS
Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
Frequently Asked Questions
What is the refund policy?
If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.
Can I just enroll in a single course?
Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.
Is this course really 100% online? Do I need to attend any classes in person?
This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.
How long does it take to complete the Specialization?
3 months at 3 hours per week
What background knowledge is necessary?
Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programmer specialization.
Do I need to take the courses in a specific order?
We recommend taking the courses in this order:
- Introduction to Statistical Analysis: Hypothesis Testing and ANOVA
- Regression Modeling Fundamentals
- Predictive Modeling using Logistic Regression Using SAS
Will I earn university credit for completing the Specialization?
No
What will I be able to do upon completing the Specialization?
The skills you will acquire in the SAS Statistical Business Analyst specialization are useful in a variety of careers, including business analyst, researcher, statistician, or data scientist and prepare you for the SAS Certified Statistical Business Analyst Using SAS®9: Regression and Modeling exam.
More questions? Visit the Learner Help Center.
