Learning Analytics on SAS (120 HRS )

This course also prepares the learners for Global  SAS Certification Exam Base SAS(A00 -211) Regression & Modeling (A00-240), Mock Tests are also available at the end of the this Analytics SAS Training. Pass SASInstitute A00-211 ans A00-240 Exam at Your First Attempt with our Real Exam Practice classes

 

Basic Concepts

  • Introduction to SAS tool
  • SAS Libraries /Temporary Library/ Permanent Library
  • Creating Libraries
  • Start with a Basic SAS programs
  • Data Step / Proc Step / Statements/ Global statements
  • Variables / Datatypes / properties of Variables

Access Data

  • INFILE statement options to read raw data files
  • Creating a file refrence with filename statement
  • DATALINES statement with an INPUT statement

Starting With Raw Data(Basics)

  • Styles of Input
  • Reading Unaligned Data / Understanding List Input
  • Understanding Column Input / Reading Data Aligned in Columns

Formats and Informats

  • Standard Data/ Non Standard Data
  • How Informats and Format works
  • Working with Date/Time/Datetime informat
  • How and when to use Yearcutoff

Starting With Raw Data( Beyond Basics)

  • Formatted Input style
  • Using Modifiers

Mixing Styles of Input

  • Testing a Condition before Creating an Observation
  • Creating Multiple Observations from a Single Record
  • Reading Multiple Records to Create a Single Observation

PDV: How the DATA Step Works

  • Writing Basic Data Step
  • How SAS Processes Programs
  • Compilation phase
  • Execution Phase
  • Debugging a Data Step
  • Testing SAS Programs

Manipulating SAS Datasets

  • Creating & Modifying Variables
  • Assigning Values Conditionally
  • Specifying Lengths for Variables
  • Subsetting Data
  • Assigning Permanent Labels and Formats

Grouping Statements Using DO Groups

  • Assigning Values Conditionally Using SELECT Groups
  • Reading a Single Data Set
  • Manipulating Data
  • Using BY-Group Processing
  • Reading Observations Using Direct Access (Point= option)
  • Detecting the End of a Data Set(end= option)
  • Understanding How Data Sets Are Read through PDV
  • Renaming Variables
  • Selecting Variables

Combining SAS Data Sets

  • One-to-One Reading
  • Concatenating
  • Interleaving
  • Match-Merging
  • Match-Merge Processing
  • Excluding Unmatched Observations

Transforming Data with SAS Functions

  • General Form of SAS Functions
  • Converting Data with Functions
  • Restriction for WHERE Expressions
  • Manipulating SAS Date Values with Functions
  • SAS Date and Time Values
  • SAS Date Functions
  • Modifying Character Values with Functions
  • Modifying Numeric Values with Functions
  • Nesting SAS Functions

RELEVANT BASE SAS PROCEDURES:

  • APPEND PROCEDURE
  • SORT PROCEDURE
  • DATASETS PROCEDURE
  • PRINTTO PROCEDURE
  • FORMAT PROCEDURE
  • TRANSPOSE PROCEDURE
  • IMPORT PROCEDURE
  • EXPORT PROCEDURE
  • PRINT PROCEDURE
  • TABULATE PROCEDURE
  • REPORT PROCEDURE
  • MEANS PROCEDURE
  • SUMMARY PROCEDURE
  • FREQ PROCEDURE

Generating Data with DO Loops

  • Constructing DO Loops
  • Introduction to Constructing DO Loops
  • DO Loop Execution
  • Counting Iterations of DO Loops
  • Decrementing DO Loops
  • Nesting DO Loops
  • Iteratively Processing Data That Is Read from a Data Set
  • Conditionally Executing DO Loops
  • Using Conditional Clauses with the Iterative DO Statement
  • Creating Samples

Processing Variables with Arrays

  • Creating One-Dimensional Arrays
  • Understanding SAS Arrays
  • Defining an Array
  • Variable Lists as Array Elements
  • Referencing Elements of an Array
  • Compilation and Execution
  • Using the DIM Function in an Iterative DO Statement
  • Creating Variables in an ARRAY Statement
  • Creating Temporary Array Elements

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