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Learn how to use SAS programming language to analyze and manipulate data in online classes, covering topics such as data management, statistical analysis, and predictive modeling. Perfect for individuals interested in enhancing their data analysis skills using SAS.
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Predictive Modeling Using Logistic Regression
This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses 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. Skills Gained use logistic regression to model an individual's behavior as a function of known inputs create...
ODS Graphics: Essentials
This course teaches you how to produce high-quality presentation graphics using ODS Graphics, which is a part of Base SAS beginning with SAS 9.3. Skills Gained use programming statements or the interactive ODS Graphics Designer to create scatter plots, line plots, regression plots, bar charts, histograms, and many other commonly used types of graphs create multi-panel graphs customize graph elements such as markers, plot lines, fills, axes,...
Decision Tree Modeling
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...
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SAS(R) Report Writing 1: Essentials
This course teaches you how to create detail and summary tabular reports using Base SAS procedures. You also learn how to enhance your reports using the Output Delivery System (ODS). Skills Gained enhance PROC PRINT detail tabular reports create PROC TABULATE summary tabular reports create PROC REPORT detail and summary tabular reports send report output to third-party and SAS ODS destinations enhance reports using ODS options and statements....
SAS(R):Designing&Executing Outbound Marketing Campaigns
This course shows you how to design and execute marketing campaigns using SAS Customer Intelligence Studio 6.3. Specifically, you learn how to create a campaign, work with nodes to define the campaign audience, set up a Communication node, assign offers to groups, and schedule and execute a campaign. The course also addresses how to create different types of subgroups when you create the target population, set up A/B tests, and work with groups...
SAS(R): Defining the Data and Structure for Campaigns
This course provides an understanding of how to build, extend, and maintain the information map required in a SAS Marketing Automation 6 environment. Skills Gained create an information map for use in SAS Marketing Automation 6 use the information map to generate metadata tables for SAS Marketing Automation 6 create a business context and the necessary definitions to support the creation of marketing campaigns. Who Can Benefit Data modelers,...
SAS/GRAPH(R): Essentials
This course teaches you how to produce high-quality presentation graphics using SAS/GRAPH software. Skills Gained design graphs that describe their data in the most appropriate fashion customize default graphic elements such as axes and legends apply annotations that supplement the features available with SAS/GRAPH procedures deliver graphs in multiple formats, such as static image files and client-generated images Who Can Benefit SAS users...
SAS(R) Enterprise Guide(R) 1: Querying and Reporting
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. This course focuses on using the menu-driven tasks in SAS Enterprise Guide, the point-and-click interface to SAS, to create queries and reports. It does not address writing SAS code or statistical concepts. This course serves as a prerequisite for the SAS(R)...
SAS(R) Enterprise Guide(R) for Experienced SAS(R)
This course introduces experienced SAS programmers to SAS Enterprise Guide. SAS Enterprise Guide is an interface that enables users to write and submit code, as well as to use point-and-click tasks to generate queries, reports, and graphics. Skills Gained use the SAS Enterprise Guide program editor to write, edit, and submit SAS programs create a SAS Enterprise Guide project to collect and organize multiple SAS programs, logs, and results convert...
Strategies/Concepts for Data Scientists & Analysts
To be effective in a competitive business environment, analytics professionals need to use descriptive, predictive, and prescriptive analytics to translate information into decisions. An effective analyst also should be able to identify the analytical tools and data structures to anticipate market trends. In this course, you gain the skills data scientists and statistical business analysts must have to succeed in today's data-driven economy. Learn...
Fitting Poisson Regression Models Using GENMOD
This course is for those who analyze the number of occurrences of an event or the rate of occurrence of an event as a function of some predictor variables. For example, the rate of insurance claims, colony counts for bacteria or viruses, the number of equipment failures, and the incidence of disease can be modeled using Poisson regression models. Skills Gained fit Poisson regression models for discrete counts and rates assess the models for over...
Create Reports & Graphs with SAS(R) Enterprise Guide(R)
This course is intended for experienced SAS Enterprise Guide users who want to create customized reports and graphs. You learn how to use point-and-click tasks and wizards in SAS Enterprise Guide to generate detail and summary reports. You also learn how to enhance reports by using task options and modifying the generated SAS code. In addition, the course illustrates how to create and customize bar charts, map charts, histograms, box plots,...
SAS(R) Enterprise Guide(R) 2: Advanced Tasks & Querying
This course is intended for experienced SAS Enterprise Guide users who want to learn more about advanced SAS Enterprise Guide techniques. It focuses on using the Query Builder within SAS Enterprise Guide, including manipulating character, numeric, and date values; converting variable type; and building conditional expressions using the Expression Builder. This course also addresses efficiency issues, such as joining tables and using a single query...
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