I will be using the Anaconda toolkit for Data Science. You can install it here. If you are using Linux, you can download this installer, make it executable via chmod, and then run the installer. After you go through it, make sure you restart your shell.
From Anaconda, I downloaded Jupyterlab. This can be done by running conda install -c conda-forge jupyterlab in your shell.
I also installed ipython-sql in order to be able to run SQL blocks in Jupyterlab. This can be done by doing conda install -c conda-forge ipython-sql in your shell.