AI and Data Science

Machine Learning (AI and Data Science) CatBoost, short for Categorical Boosting, is a powerful machine learning algorithm based on gradient […]

Machine Learning (AI and Data Science) LightGBM is a high-performance gradient boosting framework developed by Microsoft that uses tree-based learning

Machine Learning (AI and Data Science) XGBoost, which stands for eXtreme Gradient Boosting, is a powerful machine learning algorithm designed

Machine Learning (AI and Data Science) Gradient Boosting is a powerful machine learning technique that builds a predictive model by

Machine Learning (AI and Data Science) Random Forest is a powerful machine learning algorithm that builds a “forest” of multiple

Machine Learning (AI and Data Science) A Graph Convolutional Network (GCN) is a powerful deep learning architecture designed to perform

Machine Learning (AI and Data Science) A Graph Attention Network (GAT) is a specialized deep learning architecture designed to process

Machine Learning (AI and Data Science) The Cold Start Problem refers to the challenge where a system—typically an AI model,

Machine Learning (AI and Data Science) Concept drift refers to the phenomenon in machine learning where the statistical properties of

Machine Learning (AI and Data Science) Dataset Shift refers to the phenomenon where the statistical properties of the data a