★★★★★
"The structure, the practice exams, the instructor — all top tier. Passed first try."
AS
Ranjan PradhanSenior Project Manager
— The journey
Course Outline
What the programme covers, module by module.
Module 1: Introduction to Data-Driven Business Analysis
- Business Analysis Fundamentals
- Importance of Data in Business
- Data-Driven Decision Making
- Business Analysis Lifecycle
- Industry Applications
Module 2: Business Data Fundamentals
- Types of Business Data
- Structured and Unstructured Data
- Data Sources
- Data Collection Methods
- Data Quality Concepts
Module 3: Data Preparation
- Data Cleaning
- Data Validation
- Handling Missing Data
- Data Transformation
- Data Standardization
Module 4: Business Intelligence Fundamentals
- Introduction to Business Intelligence
- BI Architecture
- Data Warehousing Concepts
- ETL Basics
- Business Intelligence Applications
Module 5: Data Analysis Techniques
- Exploratory Data Analysis
- Trend Analysis
- Comparative Analysis
- Root Cause Analysis
- Pattern Identification
Module 6: Statistical Analysis for Business
- Descriptive Statistics
- Probability Concepts
- Correlation Analysis
- Regression Basics
- Business Interpretation
Module 7: Key Performance Indicators (KPIs)
- Understanding KPIs
- Business Metrics
- Performance Measurement
- KPI Dashboards
- Goal Alignment
Module 8: Data Visualization
- Visualization Principles
- Charts and Graphs
- Dashboard Design
- Storytelling with Data
- Best Practices
Module 9: Business Reporting
- Business Reports
- Executive Summaries
- Performance Reports
- Operational Reports
- Report Presentation
Module 10: Dashboard Development
- Dashboard Planning
- Interactive Dashboards
- Filters and Controls
- KPI Tracking
- User Experience
Module 11: Business Process Analysis
- Process Mapping
- Workflow Analysis
- Gap Analysis
- Process Optimization
- Performance Improvement
Module 12: Forecasting Techniques
- Trend Forecasting
- Demand Forecasting
- Sales Forecasting
- Scenario Planning
- Forecast Interpretation
Module 13: Predictive Analytics Fundamentals
- Predictive Models
- Business Forecasting
- Risk Prediction
- Customer Analytics
- Decision Support
Module 14: Customer and Market Analysis
- Customer Segmentation
- Customer Behaviour Analysis
- Market Trends
- Competitive Analysis
- Customer Insights
Module 15: Financial Data Analysis
- Revenue Analysis
- Cost Analysis
- Profitability Analysis
- Budget Monitoring
- Financial Performance
Module 16: Risk Analysis
- Risk Identification
- Risk Assessment
- Business Impact Analysis
- Mitigation Planning
- Risk Monitoring
Module 17: Decision-Making Frameworks
- Analytical Decision Making
- Cost-Benefit Analysis
- SWOT Analysis
- Scenario Analysis
- Strategic Planning
Module 18: Data Governance
- Data Security
- Data Privacy
- Data Accuracy
- Compliance Awareness
- Data Management Standards
Module 19: Business Analytics Tools
- Spreadsheet Analysis
- BI Platforms Overview
- Dashboard Tools
- Reporting Tools
- Collaboration Platforms
Module 20: Communicating Insights
- Data Storytelling
- Stakeholder Communication
- Presentation Skills
- Visual Communication
- Recommendation Techniques
Module 21: Business Analysis Best Practices
- Analytical Thinking
- Problem Solving
- Continuous Improvement
- Professional Ethics
- Industry Standards
Module 22: Data-Driven Business Analysis Project
- Business Problem Definition
- Data Collection and Analysis
- Dashboard Development
- Business Recommendations
- Final Presentation
— 01.2 · Is it right for you?
Who it's for & what's included
Pick a delivery method to see exactly who it suits and everything you receive.
Who it's for
Classroom
Best for learners who want face-to-face tuition and to network with peers in person.
What's included
Everything you get
- ✓ Live instructor on-site
- ✓ Printed workbook & materials
- ✓ Group exercises & case studies
Who it's for
Online Instructor-Led
Best for learners who want a live instructor and a fixed schedule, without the travel.
What's included
Everything you get
- ✓ Live instructor via video call
- ✓ Digital workbook & resources
- ✓ Session recordings
Who it's for
Self-Paced
Best for self-motivated learners who need maximum flexibility around work and life.
What's included
Everything you get
- ✓ On-demand video lessons
- ✓ Interactive quizzes
- ✓ 24/7 access on any device
— About this course
Course Overview
This course provides comprehensive knowledge of data-driven business analysis, covering data collection, business intelligence, data visualization, statistical analysis, KPI development, dashboard creation, decision-making frameworks, predictive analytics, and business reporting. Participants will learn how to analyze business data, identify trends, and provide strategic recommendations using modern analytical tools and techniques.