Learn how to analyze and manipulate data using SAS in NYC with classes covering topics such as data management, statistical analysis, and data visualization.
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ExitCertified @ 787 7th Ave, New York, NY
This course covers tree-structured predictive models and the methodology for growing, pruning, and assessing decision trees. In addition, this course discusses many of the auxiliary uses of trees such as exploratory data analysis, dimension reduction, and missing value imputation. Skills Gained build tree-structured models including classification trees and regression trees use the methodology for growing, pruning, and assessing decision trees...
Global Knowledge @ 787 7th Ave, New York, NY
This course is for users who do not have SAS programming experience but need to access, manage, and summarize data from different sources, and present results in reports and graphs. In this course, you will learn how to use the menu-driven tasks in SAS Enterprise Guide (the point-and-click interface to SAS) to create queries and reports. While this course does not cover writing SAS code or statistical concepts, it serves as a prerequisite for both...
Global Knowledge @ 787 7th Ave, New York, NY
This course teaches you how to process SAS data using Structured Query Language (SQL). What You'll Learn Query and subset data Summarize and present data Combine tables, including complex joins and merges Create and modify table views and indexes Replace multiple DATA and PROC steps with one SQL query Who Needs to Attend SAS programmers and business analysts Prerequisites Have an ability to: Submit SAS programs on your operating system...
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In this course, students learn how to develop credit risk models in the context of the recent Basel II and Basel III guidelines. The course provides a sound mix of both theoretical and technical insights, as well as practical implementation details. These are illustrated by several real-life case studies and exercises. Skills Gained develop probability of default (PD), loss given default (LGD), and exposure at default (EAD) models validate, backtest,...
This course focuses on using the practical aspects of business forecasting to generate accurate demand forecasts. Demand Forecasting continues to be one of the most sought-after objectives for improving supply-chain management across all industries around the world. Over the past two decades companies have ignored demand forecasting as they have chosen to improve upstream efficiencies related to supply-driven planning activities. Due to recent...
The true effectiveness of a marketing campaign is not the response rate; it is the incremental impact. That is, true effectiveness is additional revenue, directly attributable to the campaign, that would not otherwise have been generated. The problem is that targeting strategies often are not designed to maximize the incremental impact. Typical targeting models are successful at finding clients who are interested in the product, but too often these...
Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression (ST131) This course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t-tests, ANOVA, linear regression, and logistic regression. This course (or equivalent knowledge) is a prerequisite to many of the courses in the statistical analysis curriculum. Certification: SAS Certified Clinical Trials Programmer Using SAS 9 SAS Statistical...
In this course, you will learn how to assemble analysis flow diagrams using the rich tool set of SAS Enterprise Miner for both pattern discovery (segmentation, association, and sequence analyses) and predictive modeling (decision tree, regression, and neural network models). What You'll Learn Define a SAS Enterprise Miner project and explore data graphically Modify data for better analysis results Build predictive models such as decision trees...
Big data is unstructured, and a high volume of it is coming at you quickly. In fact, the majority of big data is unstructured and text oriented, thanks to the proliferation of online sources such as blogs, emails, and social media. While the amount of textual data are increasing rapidly, businesses' ability to summarize and make sense of such data for making better business decisions remain challenging. No marketing or customer intelligence program...
Many companies are flooded with huge amounts of data available in corporate databases and/or data warehouses. A key challenge is how to optimally manage this data overload and use analytics to better understand, manage, and strategically exploit the complex dynamics of customer behavior. In this course, you will learn about the steps involved when working out an analytics project in a practical business setting. Additionally, you will learn about...
In this course, you will learn about predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. You will also learn about selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. Certification: SAS Statistical Business Analysis Using SAS 9: Regression and Modeling What You'll...
Global Knowledge @ 787 7th Ave, New York, NY
In this course, you will learn about the functionality of SAS Text Miner software, which is a separately licensed component that is available for SAS Enterprise Miner. You will also learn how to use SAS Text Miner to uncover underlying themes or concepts contained in large document collections. Additionally, you will learn how to automatically group documents into topical clusters, classify documents into predefined categories, and integrate text...
In this course, you will learn how to create detailed tabular, summary, and listing reports. You also learn how to send report output to the major Output Delivery System (ODS) destinations. What You'll Learn Use PROC REPORT to generate tabular detail reports Detail reports with subtotals, grand totals, and computed columns Generate summary reports based on GROUP, ACROSS, or CLASS variables using PROC REPORT and PROC TABULATE Insert appropriate...
Global Knowledge @ 787 7th Ave, New York, NY
This course is for users who want to learn how to write SAS programs. It is the entry point to learning SAS programming and is a prerequisite to many other SAS courses. If you do not plan to write SAS programs and you prefer a point-and-click interface, you should attend the SAS Enterprise Guide 1: Querying and Reporting course. Certification: SAS Certified Clinical Trials Programmer Using SAS 9 What You'll Learn Navigate the SAS Studio programming...
This course focuses on the components of the SAS macro facility. In this course, you will learn how to design, write, and debug macro systems. Emphasis is placed on understanding how programs with macro code are processed. Certification: SAS Certified Clinical Trials Programmer Using SAS 9 What You'll Learn Perform text substitution in SAS code Automate and customize the production of SAS code Construct SAS code Use macro variables and macro...
Advanced Predictive Modeling Using SAS Enterprise Guide (PMA131) In this course, you will learn about advanced topics using SAS Enterprise Miner including how to optimize the performance of predictive models beyond the basics. You will also learn about the development of predictive models by making use of the two-stage modeling node. In addition, some of the newest modeling nodes and latest variable selection methods are covered. Tips for working...
Global Knowledge @ 787 7th Ave, New York, NY
This course is for those who need to learn data manipulation techniques using SAS DATA and procedure steps to access, transform, and summarize SAS data sets. The course builds on the concepts that are presented in the SAS Programming 1: Essentials course and is not recommended for beginning SAS software users. Certification: SAS Certified Clinical Trials Programmer Using SAS 9 What You'll Learn Control SAS data set input and output Combine SAS...
This course is for SAS programmers who prepare data for analysis. The comparisons of manipulation techniques and resource cost benefits are designed to help programmers choose the most appropriate technique for their data situation. What You'll Learn Compare various SAS programming techniques Benchmark computer resource usage Control memory, I/O, and CPU resources Create and use indexes Combine data horizontally Use hash and hiter DATA step...
This advanced course covers predictive hazard modeling for customer history data. Designed for data analysts, the course uses SAS/STAT software to illustrate various survival data mining methods and their practical implementation. Note: Formerly titled "Survival Data Mining: Predictive Hazard Modeling for Customer History Data," this course now includes hands-on exercises so that you can practice the techniques that you learn. Other additions include...
This course is intended for experienced SAS Enterprise Guide users who want to learn more about advanced SAS Enterprise Guide techniques. In this course, you will learn how to use the Query Builder within SAS Enterprise Guide, including manipulating character, numeric, and date values. You will also learn how to convert variable type as well as build conditional expressions using the Expression Builder. Efficiency issues, such as joining tables and...
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