Tag: #DataViz

  • Visualizing Data for Regression

    Visualizing Data for Regression

    Exploratory Data Analysis (EDA) Exploratory Data Analysis (EDA) is a crucial step in understanding and preparing data for building predictive models. In this lab, we focus on visualizing the dataset related to automobile pricing using Python. The dataset is loaded and cleaned, and now we’ll explore it through various visualizations. Summarizing and Manipulating Data: Developing…

  • Visualizing Data for Classification

    Visualizing Data for Classification

    In this lab, we’ll explore the German bank credit dataset to understand relationships for a classification problem. Unlike regression problems where the label is a continuous variable, classification problems involve categorical labels. We aim to visually explore the data to identify features useful in predicting customers with bad credit. Load and Prepare the Dataset Let’s…