Class 10: Data Collection and Exploratory Data Analysis

Summary: Learn systematic approaches to data gathering and initial exploration techniques to uncover patterns and insights.

Learning Objectives:

• Employ effective data collection strategies
• Conduct exploratory data analysis (EDA) systematically
• Generate descriptive statistics and initial visualizations

Key Topics:

• Data collection methods and sources
• Data quality assessment and validation
• Exploratory data analysis techniques and best practices
• Summary statistics, distributions, and correlation analysis

Activities:

• Hands-on EDA on real-world datasets
• Data quality audit exercise
• Visualization storytelling practice