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Getting Started with SAS(R) In-Memory Statistics

Course Details
Code: IMGS25
Tuition (USD): $1,300.00 • Classroom (2 days)
Course Details
GSA (USD): $1,178.84 • Classroom (2 days)

This course focuses on accessing data on the SAS LASR Analytic Server and performing exploratory analysis and preparation. Topics include starting the SAS LASR Analytic Server, loading data onto the LASR Analytic Server, and manipulating data on the LASR Analytic Server using the IMSTAT procedure. IMSTAT topics include deriving new temporary and permanent tables and columns as well as calculating summary statistics such as means, frequency, and percentiles. Creating filters and joins on in-memory data are also discussed.

Skills Gained

  • start up a SAS LASR Analytic Server
  • load tables into memory on the LASR Analytic Server
  • process in-memory tables with PROC LASR and PROC IMSTAT
  • access data more efficiently via intelligent partitioning
  • derive new temporary and permanent tables and variables
  • create filters and joins on in-memory data
  • export ODS result tables for client-side graphic development
  • produce descriptive statistics including counts, percentiles, and means
  • create multidimensional summaries including cross-tabulations and contingency tables
  • derive kernel density estimates using normal functions.

Who Can Benefit

  • Experienced programmers who need to learn the syntax and functionality of the SAS LASR Analytic Server and the IMSTAT procedure

Prerequisites

  • Before attending this course, you should have experience writing SAS programs or working with other languages such as R.

Course Details

SAS In-Memory Statistics Overview

  • overview of SAS In-Memory Analytics
  • overview of the SAS LASR Analytic Server and the IMSTAT procedure

Exploring In-Memory Data

  • getting started with the SAS LASR Analytic Server
  • numerical exploration with the IMSTAT procedure
  • graphical exploration and ODS with PROC IMSTAT

Manipulating In-Memory Data

  • exploring data subsets of an in-memory table
  • creating new variables in an in-memory table
  • joining in-memory tables
  • miscellaneous IMSTAT procedure statements and options

High-Performance Procedures and the SAS LASR Analytic Server

  • overview of the high-performance procedures
  • using the high-performance procedures with the SAS LASR Analytic Server
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