With the advent of the computer science, the data volume that needed to be processed under many practical situations increases dramatically, challenging many traditional machine learning techniques.

Decision tree algorithm (DT) is a commonly used data mining method for classification and regression. DT repeatedly divides a dataset into pure subsets based on impurity measurements such as entropy ...

This project uses a Decision Tree algorithm to predict heart disease risk from the heart-1.csv dataset. It analyzes attributes like age, sex, cholesterol, and blood pressure.

In the last decade, AI chatbots have transformed from simple tools that offer basic responses to advanced systems capable of holding deep, meaningful conversations.

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...