Naive Bayes: A Simple Yet Powerful Classifier for Machine Learning Introduction Among the wide variety of machine learning algorithms, Naive Bayes remains one of the easiest to implement while still…

XGBoost: High-Performance Gradient Boosting for Modern Machine Learning XGBoost: High-Performance Gradient Boosting for Modern Machine Learning Introduction When speed and accuracy are equally important, XGBoost stands out as one of…

Robotics Based Projects: Exploring Intelligent Automation Introduction In the rapidly evolving field of machine learning, CatBoost has emerged as a reliable and high-performance gradient boosting framework. Developed by Yandex, this…