Explore the fundamentals of Jupyter Notebook in this 23-minute video tutorial. Learn about the web-based interactive computational environment for creating notebook documents, including the distinction between frontend and backend, HTTP execution, outputs, cells, and kernels. Discover how Jupyter Notebook is utilized in machine learning applications. Follow along with a practical installation and demonstration to gain hands-on experience with this powerful tool for executing code and creating interactive documents.