Page 1 FY11 CONTRACT #GS-35F-4984H Effective Date November 28, 2011 IBM Education Charge

# GSA GSA GSA DAYS PUBLIC PRIVATE ADD'L ST. STUDENTS 0A002 Introduction to IBM SPSS Modeler and Data Mining - ILT 3.0 1,862 14,896 1,862 12 0A032 Predictive Modeling with IBM SPSS Modeler - ILT 3.0 1,862 14,896 1,862 12 0A042 Clustering and Association Models with IBM SPSS Modeler - ILT 1.0 621 4,965 621 12 0A052 Advanced Data Preparation with IBM SPSS Modeler - ILT 1.0 621 4,965 621 12 0A0G2 Automated Data Mining with IBM SPSS Modeler - ILT 1.0 621 4,965 621 12 0A0O1 Best Practices/Tips & Tricks with IBM SPSS Modeler - ILT 1.0 621 4,965 621 12 0A102 Introduction to IBM SPSS Text Analytics - ILT 2.0 1,241 9,930 1,241 12 0F042 Clustering and Association Models with IBM SPSS Modeler - ILO 1.0 532 3,192 266 12 0F0E2 Advanced Data Preparation with IBM SPSS Modeler - ILO 1.0 532 3,192 266 12 0F0G2 Automated Data Mining with IBM SPSS Modeler - ILO 1.0 621 4,965 621 12 0F0O1 Best Practices/Tips and Tricks with IBM SPSS Modeler - ILO 1.0 310 2,483 266 12 0F102 Introduction to IBM SPSS Text Analytics for IBM SPSS Modeler - ILO 2.0 1,064 6,384 532 12 0G006 Statistical Methods for Healthcare Research - ILT 4.0 2,483 19,861 2,483 12 0G016 Advanced Statistical Methods for Healthcare Research - ILT 2.0 1,241 9,930 1,241 12 0G023 Introduction to IBM SPSS Complex Samples - ILT 1.0 621 4,965 621 12 0G036 Market Segmentation Using IBM SPSS Statistics - ILT 1.0 621 4,965 621 12 0G046 Introduction to IBM SPSS Neural Networks - ILT 0.5 310 2,483 310 12 0G056 Correspondence Analysis and Multidimensional Scaling w/ IBM SPSS Categories -ILT 1.0 621 4,965 621 12 0G063 Advanced Techniques: ANOVA - ILT 2.0 1,241 9,930 1,241 12 0G073 Advanced Techniques: Regression - ILT 3.0 1,862 14,896 1,862 12 0G083 Advanced Statistical Analysis Using IBM SPSS Statistics - ILT 3.0 1,862 14,896 1,862 12 0G093 Advanced Statistical Analysis Using IBM SPSS Statistics (V19) 3.0 1,862 14,896 1,862 12 0G096 Time Series Analysis and Forecasting with IBM SPSS Forecasting - ILT 3.0 1,862 14,896 1,862 12 0G115 Presenting Data with IBM SPSS Tables: Introduction - ILT 1.0 621 4,965 621 12 0G125 Presenting Data with IBM SPSS Tables: Advanced - ILT 1.0 621 4,965 621 12 0G300 Introduction to IBM SPSS Text Analytics for Surveys - ILT 2.0 1,241 9,930 1,241 12 0G307 Conducting Effective Surveys - ILT 1.0 621 4,965 621 12 0G317 Survey Analysis Using IBM SPSS Statistics - ILT 3.0 1,862 14,896 1,862 12 0G406 IBM SPSS Statistics Syntax I - ILT 1.0 621 4,965 621 12 0G416 IBM SPSS Statistics Syntax II - ILT 2.0 1,241 9,930 1,241 12 0G427 Building and Deploying Custom Dialogs - ILT 1.0 621 4,965 621 12 0G437 Integrating Functions, Procedures and Algorithms with IBM SPSS Statistics - ILT 1.0 621 4,965 621 12 0G507 Introduction to IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0G509 Introduction to IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0G517 Introduction to Statistical Analysis Using IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0G519 Introduction to Statistical Analysis Using IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 Page 2 FY11 CONTRACT #GS-35F-4984H Effective Date November 28, 2011 IBM Education Charge

# GSA GSA GSA DAYS PUBLIC PRIVATE ADD'L ST. STUDENTS 0G527 Data Management and Manipulation with IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0G529 Data Management and Manipulation with IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0G529 Data Management and Manipulation with IBM SPSS Statistics - ILT 2.0 1,241 9,930 1,241 12 0GK23 Introduction to IBM SPSS Decision Trees - ILT 1.0 621 4,965 621 12 0L009 Advanced Statistical Analysis Using IBM SPSS Statistics (V19) - ILO 3.0 621 4,965 1,862 12 0L016 Advanced Statistical Methods for Healthcare Research - ILO 2.0 1,064 6,384 532 12 0L019 IBM SPSS Statistics: Adv. Topics in Regression and Discriminant Analysis V19 ILO 1.0 621 4,965 621 12 0L023 Introduction to IBM SPSS Complex Samples - ILO 1.0 532 3,192 266 12 0L036 Market Segmentation Using IBM SPSS Statistics - ILO 1.0 532 3,192 266 12 0L046 Intro