Kaggle Notebooks are an interactive cloud-based environment designed for data analysis and sharing. They allow users to combine code, visualizations, and narrative text in a single document, making it easier to tell compelling stories with data. Kaggle Notebooks come in two formats: Scripts, which execute code sequentially, and Jupyter Notebooks, which consist of a series of cells for interactive exploration. This platform not only facilitates reproducible research but also encourages collaboration among data scientists and machine learning practitioners. Users can leverage pre-installed packages and customizable compute resources, including GPUs, to enhance their analyses.