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INTRODUCTION TO BUSINESS
ANALYTICS
TOPICS
The Types
The Tools
The Roles
The Lifecycle
TYPES OF BUSINESS ANALYTICS
 DESCRIPTIVE ANALYTICS What happened ?
 PREDICTIVE ANALYTICS What might happen ?
 PRESCRIPTIVE ANALYTICS What should we do ?
BUSINESS ANALYTICS TOOLS
 DATA VISUALIZATION TOOLS
 BUSINESS INTELLIGENCE REPORTING SOFTWARE
 SELF-SERVICE ANALYTICS PLATFORMS
 STATISTICAL ANALYSIS TOOLS
 BIG DATA PLATFORMS
KEY ROLES FOR SUCCESSFUL
ANALYTIC PROJECT
 BUSINESS USER
 PROJECT SPONSER
 PROJECT MANAGER
 BUSINESS
INTELLIGENCE
ANALYST
 DATABASE
ADMINISTRATOR(DBA)
 DATA ENGINEER
 DATA SCIENTIST
MAIN PHASES OF LIFE CYCLE
 BUSINESS PROBLEM DEFINITION
 RESEARCH
 HUMAN RESOURCE ASSESSMENT
 DATA ACQUISITION
 DATA MUNGING
 DATA STORAGE
 EXPLORATORY DATA ANALYSIS
 DATA PREPARATION FOR MODELING AND ASSESSMENT
 MODELLING
 IMPLEMENTATION
DEVELOPING CORE
DELIVERABLES FOR
STAKEHOLDERS
 PRESENTATION FOR ANALYSTS
 CODE FOR TECHNICAL PEOPLE
 TECHNICAL SPECIFICATIONS OF IMPLEMENTING THE
CODE

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Big data business analytics | Introduction to Business Analytics

  • 3. TYPES OF BUSINESS ANALYTICS  DESCRIPTIVE ANALYTICS What happened ?  PREDICTIVE ANALYTICS What might happen ?  PRESCRIPTIVE ANALYTICS What should we do ?
  • 4. BUSINESS ANALYTICS TOOLS  DATA VISUALIZATION TOOLS  BUSINESS INTELLIGENCE REPORTING SOFTWARE  SELF-SERVICE ANALYTICS PLATFORMS  STATISTICAL ANALYSIS TOOLS  BIG DATA PLATFORMS
  • 5. KEY ROLES FOR SUCCESSFUL ANALYTIC PROJECT  BUSINESS USER  PROJECT SPONSER  PROJECT MANAGER  BUSINESS INTELLIGENCE ANALYST  DATABASE ADMINISTRATOR(DBA)  DATA ENGINEER  DATA SCIENTIST
  • 6. MAIN PHASES OF LIFE CYCLE  BUSINESS PROBLEM DEFINITION  RESEARCH  HUMAN RESOURCE ASSESSMENT  DATA ACQUISITION  DATA MUNGING  DATA STORAGE  EXPLORATORY DATA ANALYSIS  DATA PREPARATION FOR MODELING AND ASSESSMENT  MODELLING  IMPLEMENTATION
  • 7. DEVELOPING CORE DELIVERABLES FOR STAKEHOLDERS  PRESENTATION FOR ANALYSTS  CODE FOR TECHNICAL PEOPLE  TECHNICAL SPECIFICATIONS OF IMPLEMENTING THE CODE