Tag: machine learning

Explaining AI: Interpreting using SHAP

Explaining AI: Interpreting using SHAP

The possibilities of Machine Learning models are almost limitless. Ranging from predicting customer churn over determining the right discount to maintaining your machines using predictive maintenance. The outcome of a machine learning model is often straightforward: a zero or one in classification problems, a continuous number in case of a regression problem. However, companies might also be interested in understanding how ‘the number’ […]

Pandas, Koalas and PySpark in Python

Pandas, Koalas and PySpark in Python

If you landed on this page to learn more about animals, I have to disappoint you. Pandas, Koalas and PySpark are all packages that serve a similar purpose in the programming language Python.  Python has increasingly gained traction over the past years, as illustrated in the Stack Overflow trends. Originally designed as a general purpose […]

Architecture behind the Qatar World Cup 2022 model

Architecture behind the Qatar World Cup 2022 model

We explain the steps we took to predict the winner of the Qatar World Cup 2022 in this blog. The concepts covered include the various types of source data, the machine learning model, and the architecture used to obtain our results. Furthermore, we will go over and interpret the results in greater depth. Source data […]