Module 1: Business Analytics Overview
In this module the candidate will learn about Business Analytics, its Types, Areas and Analytical Tools.
- Introduction to Business Analytics
- Types of Analytics
- Areas of Analytics
- Analytical tools
- Quiz Module 1
Module 2: Introduction to SAS
In this module the candidate will learn about Statistical Analytical Systems, which includes Understanding how to Navigate in SAS Console, SAS Input Files, PROC Step and Data Step and its Processing.
- What is SAS?
- Navigating in SAS Console
- SAS language input files
- Data Step
- PROC Step and Data Step
- Data Step Processing
- Quiz Module 2
Module 3: Combining and Modifying Datesets
In this module the candidate will learn how to Concatenate Datasets and understand Interleaving Method, One - to - Reading, One -to-Merging, Data Manipulation and Modifying Variable Attributes.
- Introduction
- Concatenating Datasets
- Interleaving Method
- One -to- One Reading
- One - to- Merging
- Data Manipulation
- Modifying Variable Attributes
- Quiz Module 3
Module 4: PROC SQL
In this module the candidate will learn about PROC SQL, which includes understanding of Retrieving Data from a Table, Selecting Columns in a Table, Retrieving and Selecting Data from Multiple Tables and Concatenating Query Results.
- Introduction to PROC SQL
- Retrieving Data from a Table
- Selecting Columns in a Table
- Retrieving Data from Multiple Tables
- Selecting Data from Multiple Tables
- Concatenating Query Results
- Quiz Module 4
Module 5: SAS Macros
In this module the candidate will learn about SAS Macros, which includes its Importance, Functions, SQL Clauses and Conditional Statements.
- Need for SAS Macros
- Macro functions
- SQL clauses for Macros
- Macro Statement
- Conditional Statement
- Quiz Module 5
Module 6: Basics of Statistics
In this module the candidate will learn about Business Statistics, Statistical Terms, Procedures in SAS and Variable Types.
- Introduction to Business Statistics
- Statistical Terms
- Procedures in SAS for Descriptive Statistics
- Hypothesis testing
- Variable Types
- Quiz Module 6
Module 7: Business Statistical Procedure
In this module the candidate will learn about Business Statistical Procedure, which includes, PROC Means, PROC FREQ, PROC UNIVARIATE, PROC CORR and PROC ANOVA.
- Introduction to Business Statistical Procedures
- PROC Means
- PROC FREQ
- PROC UNIVARIATE
- PROC CORR
- PROC REG
- PROC ANOVA
- Quiz Module 7
Module 8: Data Exploration in business Analytics
In this module the candidate will learn about Data Exploration in Business Analytics, which includes understanding General Comments and Observation on Data Cleaning, Data Type Conversions, SCAN Functions, Data Time Functions and Missing Value Treatment.
- Data preparation
- General comments and observations on Data cleaning
- Data type Conversions
- SCAN Functions
- Data Time Functions
- Missing Value Treatment
- Quiz Module 8
Module 9: Advanced Business Statistics
In this module the candidate will learn about Advanced Business Statistics, Clustering Methodologies, K means Clustering, Decision Tree, Regression and Logistics Regression.
- Introduction to Cluster
- K means Clustering
- Clustering Methodologies
- Decision Tree
- Regression & Logistic Regression
- Quiz Module 9
Module 10: Working With TIme Series Data
In this module the candidate will learn Working with Time Series Data, which includes understanding of Need for Time Series Analysis, Reading Data and Data Time Values, White Noise Process, Stationarity of Time Series and knowledge of Plot Transform, Transpose and Interpolating Time Series Data.
- Need for time series analysis
- Reading Data and Data Time Values
- White Noise Process
- Stationarity of a Time Series
- Plot Transform, Transpose, and Interpolating Time Series Data
- Quiz Module 10
Module 11: Business Designing Optimization Models
In this module the candidate will learn about Business Designing Optimization Models, which requires understanding the need and Problems of Optimization and PROC OPTMODEL.
- Need for optimization
- Optimization Problems
- PROC OPTMODEL
- Quiz Module 11

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