Description: Jupyter Notebooks as a Service refers to cloud-based services that provide users with access to Jupyter notebooks without local installation. These services allow users to create, share, and execute code in an interactive environment, facilitating data analysis, visualization, and the development of machine learning models. Being hosted in the cloud eliminates the need for complex configurations on local hardware, allowing users to access scalable and powerful computational resources. Additionally, they offer the advantage of real-time collaboration, where multiple users can work simultaneously on the same notebook, which is especially useful in academic and research settings. The integration with popular programming languages and libraries, as well as the ability to easily import and export data, makes these services a valuable tool for data scientists, researchers, and educators. In summary, Jupyter Notebooks as a Service democratize access to advanced analysis and programming tools, enabling a wide range of users to leverage the potential of cloud computing.