Data Visualization

Now, we’ll dive into the world of data visualization. Data visualization is a fundamental skill in data science that enables us to gain insights from data and communicate our findings effectively. We’ll use seaborn, a popular Python data visualization library, to explore different visualization techniques.

Note: The initial four lessons of this chapter are dedicated to practical hands-on exercises that cover different aspects of data science for a specific problem. We are going to cover the following:

• In this lesson, we cover the problem statement, dataset properties, and its visualization.

• In the next lesson, we cover the basic data processing techniques.

• The next lesson wraps the modeling and analysis of the processed dataset. It provides a basis for ML-based and DL-based modeling and how to evaluate the performance of the models.

• The last lesson of this practical exercise focuses on the analysis of the results and their presentation for nontechnical stakeholders. ...