Tag Archives: built-in datasets

In the realm of machine learning, data quality is essential. Subpar data quality can result in erroneous models and deceptive insights, rendering it essential to detect and rectify anomalies inside datasets. Outliers are among the most prevalent data quality concerns. This blog will examine the concept of outliers, their influence on machine learning models, and effective methods for managing them—utilizing …

Kaggle, a leading platform for data science and machine learning aficionados, offers a veritable treasure trove of datasets. These datasets are designed to accommodate users of all skill levels and use cases, whether you’re just starting out with data analysis or are an experienced professional working on sophisticated models. Using Kaggle’s dataset repository as our starting point, this blog will …

For the purpose of learning about and playing with data visualization, Seaborn comes with several built-in datasets that are absolutely perfect. The datasets in question are representative of a wide range of domains and offer a rich playground for gaining a grasp of Seaborn’s capabilities. We will now provide a comprehensive description of each built-in dataset and the significance of …