SAS® Visual Statistics in SAS® Viya®: Interactive Model Building
4h 8m + Hands-On Practice
Available in:
SAS® Visual Statistics in SAS® Viya®: Interactive Model Building
SVS : SVSO42
This course introduces SAS Visual Statistics for building predictive models in an interactive, exploratory way. Exploratory model fitting is a critical step in modeling big data. This course is appropriate for users of SAS Visual Analytics in SAS Viya.
Learn How To
use SAS Visual Statistics to:
- Perform statistical analysis of data of any size.
- Create a report with pages.
- Determine useful preferences and settings.
- Create segments, or clusters, of input variables.
- Perform regression and logistic regression modeling.
- Add splines to models.
- Perform decision tree modeling.
- Perform stratified model fitting.
- Perform model validation.
- Compare models.
- Generate score code.
Who Should Attend
Predictive modelers, business analysts, and data scientists who want to take advantage of SAS Visual Statistics for highly interactive, rapid model fitting
Prerequisites
Before attending this course, you should have an understanding of regression and logistic regression analysis for predictive modeling. You can gain this knowledge from the Statistics You Need to Know for Machine Learning course. You should also have experience using SAS Visual Analytics, which you can gain from the SAS Visual Analytics 1 for SAS® Viya: Basics course.
SAS Products Covered
SAS Viya;SAS Visual Statistics
Course Outline
Introduction to SAS Visual Statistics
- Managing reports and pages.
- SAS Viya architecture.
- Segmentation concepts.
- Cluster analysis.
- Linear regression models.
- Generalized linear models.
- Generalized additive models.
- Model validation.
- Logistic regression.
- Modeling with group-by variables.
- Decision trees.
- Decision trees in SAS Visual Statistics.
- Comparing models.
- Scoring.
Live Class Schedule
Duration: 14 hours
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
Live Class Schedule
SOLD SEPARATELY
Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.
This course helps prepare you to earn the following SAS Credentials:
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