Our ServicesSAS Predictive Modeling Online Training
SAS Predictive Modeling is a premier program to learn data preparation, statistics, regression, classification, and forecasting using SAS, taught by leading analytics professionals with hands-on projects.
SAS Predictive Modeling Training & Certification
This course covers all the core concepts—statistics, data handling, regression, forecasting, multivariate analysis—and prepares you for real-world applications and certification with practical labs and instructor support.
SAS Predictive Modeling Course Details
I. Descriptive Statistics
- Introduction to Statistics: Measures of Central Tendency, Dispersion, Shape
- Data Preparation: Handling/prep, missing values, outlier analysis
II. Sampling Methods
- Simple, Systematic, Stratified, Cluster Random Sampling
- Non-random: Quota, Judgment, Convenience, Snowball
III. Statistical Inference
- Parametric: One sample t-test, two sample tests (t and Z), paired t, One-way/Two-way ANOVA
- Non-parametric: Chi-square Test
IV. Predictive Modeling Techniques
- Simple Linear Regression (SLR): OLS, MLE, assumptions, diagnostics (homoscedasticity, autocorrelation, multicollinearity), data transformation
- Multiple Linear Regression
- Logistic Regression for Classification & Prediction
V. Forecasting Techniques (Time Series Analysis)
- Trend analysis, smoothing (moving average, exponential), auto regression, ARIMA, exponential smoothing
VI. Multivariate Techniques
- Factor Analysis for Data Reduction
- Cluster Analysis for Market Segmentation
- Decision Trees: CHIAD, CART
Target Audience
- Data scientists, analysts, and statisticians
- Business intelligence professionals
- Anyone preparing for SAS certification
- Anyone working in predictive analytics and forecasting roles
Why Choose Best Online Trainers?
- Instant Access: Get instant access to self-paced training after signup.
- Streaming video recording: Watch lessons any time at your schedule, free recording.
- Exercises: Practical exercises help you test what you are learning as you go.
- Free Demo: Sign up for free demo to check whether the course is right for you and interact with the faculty live.
- Experienced Trainers: We only hire the industry's best trainers
- Live free interactive web sessions: Ask questions and clarify your career prospects any time after you complete the course.
- Structured Curriculum Schedule: Progress with complete daily interactive lessons and assignments.
- Faculty Mentoring: Turn in daily and weekly homework for personalized feedback from faculty.
- Virtual Office Hours: Live interaction with the faculty and other students around the world.
- Hands on Live Projects: Work on real-world projects with 100% faculty guidance and ratings.
Trainer Profile
- Certified SAS and analytics professionals
- 10+ years of industry and teaching experience
- Proven project record in predictive modeling and business analytics
- Outstanding trainer and mentor for global learners
You may be also interested in
Register for FREE Demo
Fields marked with (*) are mandatory
Client Feedback
Thanks, you guys provided the best online training in SAP BODS. The hands on training is very informative and helpful.
- David Sergi, Camaga Ltd; U.K