Remote jupyter notebooks with ssh port forwarding
Access your jupyter notebook server remotely
COVID-19 Analysis: Uncertainties
Learn how to analyse the COVID-19 data from JHU by yourself, with a proper treatment of the uncertainties.
MongoDB in 10' : Fill with python, Read with pandas
Set up your first MongoDB server, store data with python, and analyze it with pandas in a jupyter notebook.
MongoDB : Remote Access (raspberry pi)
With this uncomplicated recipe, you will learn how to manage ports on your raspberry pi (or any Debian), and how to enable remote access to your database server. The installation of mongodb on the pi is also covered.
Install Anaconda for Machine Learning and Data Science in Python
General instructions to install Anaconda, which is used in most posts on this blog.
Text Preprocessing For Machine Learning (yelp dataset part 2)
The yelp dataset is large, and it's in text format. Here are detailed explanations and all the code needed to convert it to a numpy array for machine learning.
Simple Text Mining with Pandas
Prepare the yelp dataset (shop reviews) for natural language processing.
Jupyter Notebooks in Web Pages
Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.