4. Lab 4 - Data Exploration Lab

This lab focuses on exploring and understanding the dataset. We will revisit the concepts discussed in the module and apply them to real world data.

The first part of the lab emphasizes hands on exploration of the data. This includes inferring the meaning and significance of each feature, understanding what the columns represent, identifying the overall context of the dataset, examining data types and value ranges for each column, and building a data dictionary for the dataset.

The second part of the lab focuses on deeper statistical analysis. This includes identifying the target variable, analyzing the correlation between each feature and the target, and developing meaningful and intuitive visualizations to uncover and interpret patterns in the data.