Author Archives: admin @ SiBM

How to Improve Machine Learning Code Quality with Scikit-learn Pipeline and ColumnTransformer

When you’re working on a machine learning project, the most tedious steps are often data cleaning and preprocessing. Especially when you’re working in a Jupyter Notebook, running code in many cells can be confusing. The Scikit-learn library has tools called Pipeline and ColumnTransformer that can really make your life easier.

Keeping the network running at the remotest locations: How smart out-of-band management can help

This is the age of distributed network environments. The wave of transformation brought about by digitisation, the Internet of Things and increasingly decentralised hardware landscapes and systems brings new challenges for IT departments, says Alan Stewart-Brown, VP EMEA, Opengear. They have to carefully consider how to maintain permanent connectivity and avoid the consequential costs of […]