Amit Kulkarni demonstrates how to access data in Azure Data Lake Store within a Jupyter notebook:
For the rest of this post, I assume that you have some basic familiarity with Python, Pandas and Jupyter.
On your machine, you will need all of the following installed:
Python 2 or 3 with Pip
Pandas
Jupyter
Amit shows two separate methods for retrieving data, so check it out.