Introduction to Business
Analytics Course
www.iabac.org
Content
1. Fundamentals of Business Analytics
2. Tools and Techniques
3. Application and Impact
www.iabac.org
Understanding Business Analytics
Definition and Scope Key Concepts Real-world Examples
Business analytics involves the
use of data, statistical analysis,
and predictive modeling to drive
informed business decisions.
Descriptive, diagnostic, predictive,
and prescriptive analytics form the
core concepts of business
analytics.
Case studies of companies
leveraging business analytics for
strategic decision-making.
Fundamentals of Business Analytics
www.iabac.org
Importance of Business Analytics
Decision Support
Competitive Advantage
Career Opportunities
Business analytics provides insights for optimizing operations, identifying trends, and mitigating risks.
How businesses gain a competitive edge through data-driven strategies and market insights.
Exploring the diverse career paths and opportunities in the field of business analytics.
www.iabac.org
01 02 03
Ethical and Legal Considerations
Data Privacy and
Security
Regulatory
Compliance
Case Studies
The importance of ethical
data handling and
safeguarding sensitive
information.
Understanding the legal
frameworks and industry
standards governing data
usage and analytics.
Instances of ethical and
legal implications in
business analytics and
their impact.
www.iabac.org
Data Visualization and Interpretation
Visual Representation Tools like Tableau Interactive Session
Exploring the significance of
visualizing data for effective
communication and analysis.
Introduction to Tableau and its role
in creating interactive and
insightful visualizations.
Engaging activities to demonstrate
the power of data visualization
tools.
Tools and Techniques
www.iabac.org
Statistical Analysis and Modeling
Statistical Methods
Predictive Modeling
Hands-on Practice
An overview of statistical techniques used for analyzing and interpreting data patterns.
Understanding the process of building predictive models for forecasting and decision support.
Interactive exercises using statistical tools and modeling software.
www.iabac.org
01 02 03
Data Mining and Machine Learning
Data Extraction
and Exploration
Machine Learning
Algorithms
Use Cases
Techniques for extracting
valuable insights from
large datasets through
data mining.
Introduction to machine
learning and its
applications in business
analytics.
Examples of data mining
and machine learning
applications in real-world
scenarios.
www.iabac.org
Business Analytics in Industry
Industry Adoption
Examining how various industries
utilize business analytics for
strategic planning and
performance improvement.
Future Trends
Anticipated developments and
innovations in the application of
business analytics across
industries.
Application and Impact
www.iabac.org
Business Analytics for Decision-making
Strategic Decision Support
Risk Management
Interactive Scenario Analysis
How business analytics aids in making informed decisions for growth and sustainability.
Leveraging analytics to identify and mitigate potential risks in business operations.
Engaging students in a decision-making exercise using business analytics insights.
www.iabac.org
01 02 03
Career Pathways in Business Analytics
Roles and
Responsibilities
Skill Development Professional
Development
Exploring the diverse
roles such as data
analyst, business
intelligence analyst, and
data scientist.
Key skills and
competencies required for
a successful career in
business analytics.
Opportunities for further
education and certification
in the field of business
analytics.
www.iabac.org
Thank you
www.iabac.org

Introduction to Business Analytics Course | IABAC

  • 1.
  • 2.
    Content 1. Fundamentals ofBusiness Analytics 2. Tools and Techniques 3. Application and Impact www.iabac.org
  • 3.
    Understanding Business Analytics Definitionand Scope Key Concepts Real-world Examples Business analytics involves the use of data, statistical analysis, and predictive modeling to drive informed business decisions. Descriptive, diagnostic, predictive, and prescriptive analytics form the core concepts of business analytics. Case studies of companies leveraging business analytics for strategic decision-making. Fundamentals of Business Analytics www.iabac.org
  • 4.
    Importance of BusinessAnalytics Decision Support Competitive Advantage Career Opportunities Business analytics provides insights for optimizing operations, identifying trends, and mitigating risks. How businesses gain a competitive edge through data-driven strategies and market insights. Exploring the diverse career paths and opportunities in the field of business analytics. www.iabac.org
  • 5.
    01 02 03 Ethicaland Legal Considerations Data Privacy and Security Regulatory Compliance Case Studies The importance of ethical data handling and safeguarding sensitive information. Understanding the legal frameworks and industry standards governing data usage and analytics. Instances of ethical and legal implications in business analytics and their impact. www.iabac.org
  • 6.
    Data Visualization andInterpretation Visual Representation Tools like Tableau Interactive Session Exploring the significance of visualizing data for effective communication and analysis. Introduction to Tableau and its role in creating interactive and insightful visualizations. Engaging activities to demonstrate the power of data visualization tools. Tools and Techniques www.iabac.org
  • 7.
    Statistical Analysis andModeling Statistical Methods Predictive Modeling Hands-on Practice An overview of statistical techniques used for analyzing and interpreting data patterns. Understanding the process of building predictive models for forecasting and decision support. Interactive exercises using statistical tools and modeling software. www.iabac.org
  • 8.
    01 02 03 DataMining and Machine Learning Data Extraction and Exploration Machine Learning Algorithms Use Cases Techniques for extracting valuable insights from large datasets through data mining. Introduction to machine learning and its applications in business analytics. Examples of data mining and machine learning applications in real-world scenarios. www.iabac.org
  • 9.
    Business Analytics inIndustry Industry Adoption Examining how various industries utilize business analytics for strategic planning and performance improvement. Future Trends Anticipated developments and innovations in the application of business analytics across industries. Application and Impact www.iabac.org
  • 10.
    Business Analytics forDecision-making Strategic Decision Support Risk Management Interactive Scenario Analysis How business analytics aids in making informed decisions for growth and sustainability. Leveraging analytics to identify and mitigate potential risks in business operations. Engaging students in a decision-making exercise using business analytics insights. www.iabac.org
  • 11.
    01 02 03 CareerPathways in Business Analytics Roles and Responsibilities Skill Development Professional Development Exploring the diverse roles such as data analyst, business intelligence analyst, and data scientist. Key skills and competencies required for a successful career in business analytics. Opportunities for further education and certification in the field of business analytics. www.iabac.org
  • 12.