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Data Science with SAS Training in Bangalore

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Syllabus of Data Science with SAS Training in Bangalore

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

  • Introduction to reading data
  • Examine structure of SAS data set
  • Understanding of SAS works

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

  • SAS/REPORTS SAS/GRAPH
  • 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 subqueries
  • Correlated subqueries

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

SAS Macro Language

  • 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

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Upcoming Batch Schedule for Data Science with SAS Training in Bangalore

Besant Technologies provides flexible timings to all our students. Here are the Data Science With Sas Training in Bangalore Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

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  • Trainers have Experienced on multiple real-time projects in their Industries.
  • Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc

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Data Science with SAS Training in Bangalore

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Trained more than 2000+ students in a year.

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Besant Technologies Data Science with SAS Training in Bangalore View 9 Locations Nearby

BTM Layout

No 2, Ground floor, 29th Main Road,
Kuvempu Nagar, BTM Layout 2nd Stage,
Bengaluru, Karnataka-560 076

Landmark: Next to OI Play School
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Marathahalli

No. 43/2, 2nd Floor, VMR Arcade, Silver Springs Layout,
Munnekollal Varthur Main Road, Marathahalli,
Bengaluru, Karnataka-560 037

Landmark:Near Kundalahalli Gate Signal
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Rajaji Nagar

No. 309/43, JRS Ecstasy, First Floor,
59th Cross Bhashyam Circle, 3rd Block, Rajajinagar,
Bengaluru, Karnataka-560 010, India

Landmark:Near Bashyam Circle
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Jaya Nagar

No. 1575, 2nd Floor, 11th Main Rd,
4th T Block East, Pattabhirama Nagar, Jayanagar,
Bengaluru, Karnataka-560 041

Landmark:Opposite to Shanthi Nursing Home
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Kalyan Nagar

No.513, CMR Main Rd, HRBR Layout 2nd Block,
HRBR Layout, Kalyan Nagar,
Bengaluru, Karnataka-560 043

Landmark:Opposite Building of Kalyan Nagar Axis Bank
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Electronic City

Ganga Enclave, No. 7, 3rd Floor, Village,
Doddathoguru, Neeladri Rd, Karuna Nagar, Electronics City Phase 1, Electronic City,
Bengaluru, Karnataka-560 100

Landmark:Adjacent to HDFC Bank and State Bank Of India
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Indira Nagar

First Floor, No.54, 5th Main Road,
HAL Old Airport Rd, Behind Hotel Leela Palace,
HAL 2nd Stage, Kodihalli,
Bengaluru, Karnataka-560008

Landmark: Behind Leela Palace Hotel
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HSR Layout

Plot No. 2799 & 2800, 1st Floor, 27th Main Rd,
1st Sector, HSR Layout,
Bengaluru, Karnataka-560 102

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Hebbal

No.29, 2nd Floor, SN Complex, 14th Main Rd,
E Block, Sahakar Nagar, Extention,
Bengaluru, Karnataka-560 092

Landmark:Near Kodigehalli Gate Signal
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