The Knowledge Ladder are proud to announce a new project to develop a machine learning algorithm to predict if apprentices are likely to...

Over the years I have formed a view that data science has 4 cornerstones. Maths & statistics is certainly one of them. A good...

In the era of data science and data being “the new oil” what is the value of data analytics to today’s leaders and managers and how can...

In this article Graham Harrison, the CIO of The Knowledge Ladder, explores how high end data analytics can be used to link supply and...

How to stratify sample data to match population data in order to improve the performance of machine learning algorithms. Click here to...

How to create a simple class to optimise thresholds for precision, recall, f1 score, accuracy, tpr - fpr or custom cost functions. Click...

Building a re-usable interactive and batch calculator for normal and binomial confidence intervals in Python and Jupyter Notebook. Click...

From first principles to deployment in a production environment including worked examples and easy-to-follow explanations. Click here to...