## Course Title: Data Literacy for Business Professionals  

### Module 1: Foundation - Understanding Data Concepts  
**Module Focus:** Introduce key data concepts and terminology.  
**Module Outcome:** Learners will understand foundational data concepts and terminology.  
**Total Module Duration:** 60 minutes  

#### Lessons  
- **Lesson 1.1: Defining Data and Its Importance**  
  - Duration: 20 minutes  
  - Topics Covered: What is data, types of data, relevance in business.  
  - Outcome: Learners will articulate the significance of data in business contexts.  

- **Lesson 1.2: Understanding Data Sources**  
  - Duration: 20 minutes  
  - Topics Covered: Primary vs. secondary data, qualitative vs. quantitative data.  
  - Outcome: Learners will identify different types of data sources and their applications.  

- **Lesson 1.3: Introduction to Data Quality**  
  - Duration: 20 minutes  
  - Topics Covered: Importance of data quality, common data quality issues.  
  - Outcome: Learners will recognize factors affecting data quality and their implications.  

### Module 2: Core Skills - Data Analysis Techniques  
**Module Focus:** Explore essential data analysis methods and tools.  
**Module Outcome:** Learners will apply basic data analysis techniques using various tools.  
**Total Module Duration:** 60 minutes  

#### Lessons  
- **Lesson 2.1: Basic Statistical Concepts**  
  - Duration: 20 minutes  
  - Topics Covered: Mean, median, mode, standard deviation.  
  - Outcome: Learners will compute and interpret basic statistical measures.  

- **Lesson 2.2: Visualizing Data**  
  - Duration: 20 minutes  
  - Topics Covered: Charts, graphs, and infographics.  
  - Outcome: Learners will create basic visualizations to represent data findings.  

- **Lesson 2.3: Introduction to Data Tools**  
  - Duration: 20 minutes  
  - Topics Covered: Overview of data analysis tools (Excel, Google Sheets, etc.).  
  - Outcome: Learners will navigate basic functionalities of common data analysis tools.  

### Module 3: Advanced Application - Real-World Use Cases  
**Module Focus:** Apply data concepts and analysis techniques to real-world scenarios.  
**Module Outcome:** Learners will analyze case studies and present data-driven insights.  
**Total Module Duration:** 60 minutes  

#### Lessons  
- **Lesson 3.1: Case Study Analysis**  
  - Duration: 20 minutes  
  - Topics Covered: Review of a business case study involving data-driven decision making.  
  - Outcome: Learners will analyze a case and identify key takeaways regarding data usage.  

- **Lesson 3.2: Presenting Data Insights**  
  - Duration: 20 minutes  
  - Topics Covered: Best practices for presenting data findings to stakeholders.  
  - Outcome: Learners will prepare and deliver a concise presentation of data insights.  

- **Lesson 3.3: Ethical Considerations in Data Usage**  
  - Duration: 20 minutes  
  - Topics Covered: Data privacy, ethical data usage, compliance issues.  
  - Outcome: Learners will understand ethical implications and compliance requirements in data handling.  

Total Course Duration: 180 minutes