Will they Buy or just Browse? Predicting Purchase Intentions of Online Shoppers with Python

Most online stores welcome countless visitors every day, but only a fraction of those visitors will make a purchase. Machine learning can predict whether online shoppers will buy something or browse around. In this article, we will develop a classification … Continued

Rolling Time Series Forecasting: Creating a Multi-Step Prediction for a Rising Sine Curve using Neural Networks in Python

We can solve many time forecasting problems by looking at a single step into the future. However, some forecasting problems require us to understand how a signal will develop over a more extended period so that it is not enough … Continued

Stock Market Prediction using Univariate Time Series Models based on Recurrent Neural Networks with Python

Predicting the price of financial assets has fascinated researchers and analysts for many decades. While the traditional prediction methods of technical analysis and fundamental analysis are still widely used, interest is increasingly turning to machine-generated predictions based on deep learning. … Continued