This is a list of useful commands related to Python.

Jupyter notebook location

When starting jupyter notebooks on Windows the shortcut defaults to my profile directory.  To get round this create a jupyter config:

jupyter notebook --generate-config

This will be located in .jupyter\ within the profile directory.

Update c.FileContentsManager.root_dir to point to the folder for notebooks

Machine learning

Frequency analysis with Python

scikit-learn documentation

Azure Machine Learning documentation

Sequential data

Fraud detection with Azure Stream Analytics

Streaming analytics in Python

Anomaly detection

Azure anomaly detection

Azure One-Class Support Vector Machine

Enable RDS RestrictedAdmin mode

Enable for incoming connections:

Name: DisableRestrictedAdmin
Value: 0

To require for outgoing connections:

  1. Edit the Group Policy and navigate to the following node:
    Computer Configuration\Policies\Administrative Templates\System\Credentials Delegation
  2. Configure the value of “Restrict delegation of credentials to remote servers” to Enabled.

See for additional security features.

E-mail security

Validation tools: