Learning Path: Advanced Analytics


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Data Mining
Learn to use SAS Enterprise Miner or write SAS code to develop predictive models and segment customers and then apply these techniques to a range of business applications. Gain the knowledge you need to become a SAS Certified Predictive Modeler or Statistical Business Analyst.

 

SAS Enterprise Miner Users
Predictive Modeler Certification 
Applied Analytics Using SAS Enterprise Miner

Mass-Scale Predictive Modeling Using SAS Factory Miner
Customer Segmentation Using SAS Enterprise Miner
SAS Enterprise Miner High-Performance Data Mining Nodes
Decision Tree Modeling
Survival Data Mining Using SAS Enterprise Miner Software

 


SAS Programmers
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Statistical Business Analyst Certification
Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression
Predictive Modeling Using Logistic Regression
Survival Data Mining: A Programming Approach

Net Lift Models: Optimizing the Impact of Your Marketing Efforts

 


Principles and Best Practices
Strategies and Concepts for Data Scientists and Business Analysts
Data Mining: Principles and Best Practices
Feature Engineering and Data Preparation for Analytics
Analytics: Putting It All to Work
Big Data, Data Mining, and Machine Learning
Explaining Analytics to Decision Makers: Insights to Action

 

Free Resources
FREESAS Tutorials for Analytics
FREEAsk the Expert

 

Advanced and Specialty Courses
SAS Statistical Business Analyst Certification Exam
SAS Certified Predictive Modeler Exam
Advanced Predictive Modeling Using SAS Enterprise Miner
Applied Clustering Techniques
Development of Credit Scoring Applications Using SAS Enterprise Miner
Extending SAS Enterprise Miner with User-Written Nodes
Managing SAS Analytical Models Using SAS Model Manager Version 14.2
Multivariate Statistics for Understanding Complex Data
Neural Network Modeling
SAS Enterprise Miner Integration with Open Source Languages
SAS Business Rules Manager Usage
SAS Visual Statistics: Interactive Model Building
Business Knowledge Series   Business Knowledge Series
Advanced Analytics in a Big Data World
Applying Survival Analysis to Business Time-to-Event Problems
Credit Scorecard Development and Implementation
Customer Lifecycle Management Using SAS
Data Mining Techniques: Theory and Practice
Exploratory Analysis for Large and Complex Problems Using SAS Enterprise Miner
Social Network Analysis for Business Applications
Web Analytics and Web Intelligence Using SAS
Recommended Certifications
SAS Certified Predictive Modeler Using SAS Enterprise Miner
SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling

Learn more about Certification