Data science With SAS Training

Overview

Sapphire Global Datascience with SAS Training makes you an expert in using Datascience with SAS concepts. Enroll now for Datascience with SAS online training and get through the concepts of data, by utilizing the internal memory for storing a working set. Sapphire Global introduces all the key concepts in Datascience with SAS to help the learner gain more knowledge. Enroll & Become a Datascience with SAS Consultant.

Training Options

INSTRUCTOR LEAD LIVE TRAINING

  • Live Instructor Online training by Certified & industry expert Trainers
  • 24/7 One Demand Dedicated Server for Hands on Practice.
  • Flexibility to attend the class at your convenient time.
  • Earn a Skill Certificate
  • Professional Resume Preparation end of the trading period. 
  • Plus 45 Days of flexible access e- learning.
Make me an Expert

CORPORATE TRAINING

  • Customized Learning delivery model.
  • Our training practice are perfectly blended with options for effective live instructor lead hands on training.
  • Training need analysis.
  • Our Corporate training services are easy accessibility of LMS ( learning Management System ) online or offline – anytime, anywhere, on any of your devices.
  • 24/7 learner assistance and Support

Course Curriculum

Key features

This course will prepare you to:

  • Explain the architecture of the Datascience with SAS component
  • Configure and use new functionalities in Datascience with SAS
  • Use the standard Datascience with SAS Sub Modules.
  • Explain the Datascience with SAS Controlling Configuration and Customization option.
Overview of SAS
  • Introduction and History of SAS
  • Significance of SAS software solutions in various industries
  • Demonstrate SAS Capabilities
  • Job Profile / career opportunities with SAS worldwide?
Base SAS Fundamentals
  • Explore SAS Windowing Environment
  • SAS Tasks
  • Working with SAS Syntax
  • Create and submit a SAS sample program
Data Access & Data Transformation
  • Accessing SAS Data libraries
  • Getting familiar with SAS Data set
Reading SAS data set
  • Demo Content
Reading Excel worksheets
  • Using Excel data as input
  • Create as sample program to import and export excel sheets
Reading Raw data from External File
  • Introduction to raw data
  • Reading delimited raw data file (List Input)
  • Using standard delimited data as input
  • Using nonstandard delimited data as input
  • Reading raw data aligned to columns (Fixed or column input)
  • Reading raw data with special instructions (Formatted input)
Writing to an External file
  • Write data values from SAS data set to an external file
Data transformations (Data step processing)
  • Create multiple output datasets from single SAS dataset
  • Writing observations to one or more SAS datasets
  • Controlling which observations and variables to be written to output data
Creating subset of observations using
  • Where condition
  • Conditional processing using: IF statements
Processing Data Iteratively
  • Iterative DO loop processing with END statement
  • DO WHILE & DO UNTIL Statement
  • SAS Array statement
Summarizing data
  • Creating and Accumulating total variable (Retain)
  • Using Assignment statement
  • Accumulating totals for a group of data (BY group)
Manipulating Data
  • Sorting SAS data sets
  • Manipulating SAS data values
  • Presentation of user defined values /data/currency values using FORMAT procedure
  • SAS functions to manipulate char and num data
  • Convert data type form char-to num and num-to-char
  • SAS variables lists/ SAS variables lists range
  • Debugging SAS program
  • Accessing observations by creating index
Restructuring a SAS data set
  • Rotating with the data step
  • Using the transpose procedure
Combining SAS data sets
  • Concatenation
  • Interleaving
  • One to one reading
  • One to one merging (with non-matching)
  • Match merging (Merging types with IN=option)
SAS Access & SAS Connect
  • Validating and cleaning data
  • Detect and correct syntax errors
  • Examining data errors
Analysis & Presentation

Analysis & Presentation

SAS/REPORTS SAS/GRAPH

SAS/REPORTS SAS/GRAPH

SAS/STATS SAS/ODS

SAS/STATS SAS/ODS

Producing detailed /Summary Reports
  • Freq Report
  • Means Report
  • Tabulate Report
  • Proc report
  • Summary report
  • Univariate report
  • Contents report
  • Print report
  • Compare proc
  • Copy proc
  • Datasets proc
  • Proc append
  • Proc delete
Generating Statistical Reports using
  • Regression proc
  • Uni/Multivariate proc
  • Anova proc
Generating Graphical reports using
  • Producing Bar and Pie charts (GCHART Proc)
  • Producing plots (GPLOT Proc)
  • Presenting Output Report result in:
  • PDF
  • Text files
  • Excel
  • HTML Files
SAS/SQL Programming
  • Introduction and overview to SQL procedure
  • Proc SQL and Data step comparisons
Basics Queries
  • Proc SQL syntax overview
  • Specifying columns/creating new columns
  • Specifying rows/subsetting on rows
  • Ordering or sorting data
  • Formatting output results
  • Presenting detailed data
  • Presenting summarized data
Sub Queries
  • Non correlated sub queries
  • Correlated sub queries
SQL Joins (Combining SAS data sets using SQL Joins)
  • Introduction to SQL joins
  • Types of joins with examples
  • Simple to complex joins
  • Choosing between data step merges and SQL joins
SET Operators
  • Introduction to set operations
  • Except/Intersect/Union/Outer union operator
Additional SQL Procedures features
  • Creating views with SQL procedure
  • Dictionary tables and views
  • Interfacing Proc SQL with the macro programming language
  • Creating and maintaining indexes
  • SQL Pass-Through facility
Introduction to macro facility
  • Generate SAS code using macros
  • Macro compilation
  • Creating macro variables
  • Scope or macro variables
  • Global/Local Macro variables
  • User defined /Automatic Macro variables
  • Macro variables references
  • Combing macro variables references with text
  • Macro functions
  • Quoting (Masking)
  • Creating macro variables in Data step (Call SYMPUT Routine)
  • Obtaining variable value during macro execution (SYMGET function)
  • Creating macro variables during PROC SQL execution (INTO Clause)
  • Creating a delimited list of values
  • Macro parameters
  • Strong Macro using Autocall Features
  • Permanently storing and using stored compiled macro program
  • SAS Macro debugging options to track problems
Basics Statistics
  • Standard deviation
  • Correlation Coefficients
  • Outliers
  • Linear regressions
  • Clustering
  • Chi Square
Practice Test and Interview Questions

Practice Test and Interview Questions

Course Advisor

Course Advisor

R. Sreenatha Reddy

SAP FICO / FSCM / TRM / FM / S4HANA Functional Consultant

Professional Experience:

15+ years of Industry experience as Accountant, Consultant, Module Lead, worked on various IT Organizations like IBM/TCS/ITC infotech/SAP Labs across the globe.

Specialized in SAP

  • SAP FICO – Financial Accounting.
  • SAP FSCM – Accounts Receivable
  • SAP TRM – Treasury Management
  • SAP BCS – Budget Control System
  • SAP EC CS – Enterprise Controlling Consolidation System
  • BOBJE – Dashboard Enhancement for MIS

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