SAS Business Knowledge Series
A unique collaborative initiative between SAS and a global network of experts who deliver the most current information on business practices, concepts, methodology, and techniques to help you get the most value out of your SAS investment.
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Title Level Training Formats Data Cleaning Techniques 
3 Intermediate 
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- SAS Enterprise Guide
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Title Level Training Formats Advanced Analytics for the Modern Business Analyst 3 Intermediate 
Advanced Analytics -
- Statistical Analysis
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Title Level Training Formats Statistics 101: Introduction to Concepts and Techniques 1 Beginner Advanced Analytics for the Modern Business Analyst 3 Intermediate Conjoint Analysis: Evaluating Consumer Preferences Using SAS Software 3 Intermediate 
Discrete Choice Modeling Using SAS Software 
3 Intermediate Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models 3 Intermediate Imputation Techniques in SAS 3 Intermediate Fitting Tobit and Other Limited Dependent Variable Models 4 Expert Multilevel Modeling of Hierarchical and Longitudinal Data Using SAS 4 Expert Profit-Driven Business Analytics 4 Expert Robust Regression Techniques in SAS/STAT 4 Expert Structural Equation Modeling Using SAS 4 Expert
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- Data Scientist
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Title Level Training Formats Machine Learning Leadership and Practice – End-to-End Mastery 1 Beginner Communicating Technical Findings with a Non-Technical Audience 2 Fundamental Applied Segmentation and Profiling Using SAS Enterprise Miner 3 Intermediate Best Practices in Predictive Modeling 3 Intermediate Incremental Response Modeling Using SAS Enterprise Miner 3 Intermediate Market Basket Analysis Using SAS Enterprise Miner 3 Intermediate Social Network Analysis for Business Applications 3 Intermediate Social Network Analytics 3 Intermediate Survival or Time-to-Event Modeling Using SAS Enterprise Miner 3 Intermediate Advanced Analytics in a Big Data World 4 Expert Net Lift Models: Optimizing the Impact of Your Marketing Efforts 4 Expert Survival Data Mining: A Programming Approach 4 Expert
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- Forecasting and Econometrics
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Title Level Training Formats Forecast Value Added Analysis 2 Fundamental Modeling Trend, Cycles, and Seasonality in Time Series Data Using PROC UCM 3 Intermediate Practical Concepts in Time Series Forecasting 3 Intermediate Stationarity Testing and Other Time Series Topics 3 Intermediate Advanced Analytics in a Big Data World 4 Expert
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- Data Mining
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Title Level Training Formats Analytics 101: Overview of Techniques and Application 1 Beginner Advanced Analytics for the Modern Business Analyst 3 Intermediate Customer Segmentation Using SAS Enterprise Miner 3 Intermediate Social Network Analysis for Business Applications 3 Intermediate Advanced Analytics in a Big Data World 4 Expert Credit Scorecard Development and Implementation 4 Expert Net Lift Models: Optimizing the Impact of Your Marketing Efforts 4 Expert Survival Data Mining: A Programming Approach 4 Expert
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- Predictive Analytics and Machine Learning
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Title Level Training Formats Advanced Analytics in a Big Data World 4 Expert Profit-Driven Business Analytics 4 Expert
Business Intelligence and Analytics -
- SAS Visual Analytics
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Title Level Training Formats Data Visualization Techniques 1 Beginner
SAS Solutions -
- Fraud and Security Intelligence
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Title Level Training Formats Fraud Detection Using Descriptive, Predictive, and Social Network Analytics 4 Expert
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- Risk Management
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Title Level Training Formats Credit Risk Modeling 3 Intermediate Statistical Principles Behind Credit Scoring 3 Intermediate Credit Scorecard Development and Implementation 4 Expert
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- Health and Life Sciences
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Title Level Training Formats Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models 3 Intermediate
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Foundation Tools