Credit Card Clustering

Credit card clustering, also known as credit card segmentation, is the process of grouping credit card holders based on their buying habits, credit limits, and other financial factors. This type of clustering analysis helps businesses identify potential customers and design effective marketing strategies. In this article, we will walk through the task of credit card … Read more

Breast Cancer Survival Prediction

Breast cancer is a form of cancer that begins in the breast. While it primarily affects women, men can also develop it. It remains the second leading cause of cancer-related deaths among women. With the growing use of data in healthcare, machine learning has become a powerful tool to predict patient outcomes, including the likelihood … Read more

Stock Price Prediction with LSTM

Long Short-Term Memory (LSTM) networks are a special type of recurrent neural network (RNN) widely used in machine learning for regression tasks and time series forecasting. Unlike traditional neural networks, LSTMs are designed to retain information over long sequences, making them especially powerful for sequential data. If you’re interested in learning how to forecast stock … Read more