For my analytics students, JupyterLab Beta version has just been released. Follow the install instructions to install and read the documentation to run through its features. I think, for students coming from Excel/ other self-contained data packages, this is a great addition to Jupyter Notebooks. JupyterLab is now essentially an IDE where all your documents, code, graphics, etc. are all in one place and interconnected. Let me know how you like it.