Convolutional neural networks represent a powerful class of deep learning algorithms specifically used for analyzing visual data. Inspired by the structure of the biological visual cortex, CNNs employ a stack of convolutional layers to extract complex features from input data. These representations subsequently processed by dense layers to execute

In today's competitive landscape, understanding and mitigating customer churn is crucial for businesses to thrive. Machine learning offers a powerful set of tools to predict customer churn accurately. By analyzing historical data points such as demographics, ML algorithms can identify trends that indicate a significant risk of a customer leaving. T