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.
Expand All
Collapse All- Programming
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Learning path
Title Level Training Formats Data Cleaning Techniques 
3 Intermediate 
Advanced Analytics -
- Statistical Analysis
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Learning path
Title Level Training Formats Analytics in a Big Data World 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 Explaining Analytics to Decision Makers: Insights to Action 3 Intermediate Strategies and Concepts for Data Scientists and Business Analysts 3 Intermediate Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 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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Learning path
Title Level Training Formats Social Network Analytics 0 No level Communicating Technical Findings with a Non-Technical Audience 2 Fundamental Leading with Analytics 2 Fundamental Analytics in a Big Data World 3 Intermediate Data Preparation and Data Quality for Analytics 3 Intermediate Explaining Analytics to Decision Makers: Insights to Action 3 Intermediate Text Analytics and Sentiment Mining Using SAS 3 Intermediate Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 3 Intermediate Advanced Analytics in a Big Data World 4 Expert Data Science: Building Recommender Systems with SAS and Hadoop 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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Learning path
Title Level Training Formats Forecast Value Added Analysis 2 Fundamental Introduction to Applied Econometrics 2 Fundamental Advanced Topics in Applied Econometrics 3 Intermediate Electric Load Forecasting: Fundamentals and Best Practices 3 Intermediate Modeling Trend, Cycles, and Seasonality in Time Series Data Using PROC UCM 3 Intermediate Stationarity Testing and Other Time Series Topics 3 Intermediate Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 3 Intermediate Advanced Analytics in a Big Data World 4 Expert Electric Load Forecasting: Advanced Topics and Case Studies 4 Expert
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- Data Mining
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Learning path
Title Level Training Formats Predictive Modeling for Non-Life Insurers 0 No level Analytics in a Big Data World 3 Intermediate Big Data, Data Mining, and Machine Learning 3 Intermediate Customer Segmentation Using SAS Enterprise Miner 3 Intermediate Data Mining: Principles and Best Practices 3 Intermediate Excavating the Potentials of Modern Techniques 3 Intermediate Explaining Analytics to Decision Makers: Insights to Action 3 Intermediate Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 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 Using SAS Enterprise Miner Software 4 Expert Survival Data Mining: A Programming Approach 4 Expert
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- Predictive Analytics and Machine Learning
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Learning path
Title Level Training Formats Big Data, Data Mining, and Machine Learning 3 Intermediate Excavating the Potentials of Modern Techniques 3 Intermediate Advanced Analytics in a Big Data World 4 Expert Profit-Driven Business Analytics 4 Expert
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- Text Analytics
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Learning path
Title Level Training Formats Text Analytics and Sentiment Mining Using SAS 3 Intermediate Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 3 Intermediate
SAS Solutions -
- Fraud and Security Intelligence
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Learning path
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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Learning path
Title Level Training Formats Credit Risk Modeling 3 Intermediate Credit Scorecard Development and Implementation 4 Expert
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- Health and Life Sciences
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Learning path
Title Level Training Formats Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models 3 Intermediate
Solutions for Big Data -
- For the Data Scientist
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Learning path
Title Level Training Formats Data Science: Building Recommender Systems with SAS and Hadoop 4 Expert
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- SAS High-Performance Analytics
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Learning path
Title Level Training Formats Value Dynamics for Data Scientists: How to Generate and Deliver Value with Analytics to Non-Experts 3 Intermediate
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Foundation Tools