Classifying Purchase Intentions of Online Shoppers with Python

purchase intention prediction

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. This article will develop a classification model that predicts purchase intentions. Our model uses a Logistic Regression algorithm … Read more

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

adjusting time series intervals 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. Such cases require a multi-step time series forecasting approach that generates a forecast for multiple time … Read more

Stock Market Prediction using Univariate Recurrent Neural Networks (RNN) with Python

stock market forcasting python keras

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. A contributing factor is that libraries for deep learning, such … Read more