This release (v1.0) of the "Advanced-Machine-Learning-Personal-Project" repository showcases various ML techniques applied to classification and regression tasks. The project includes models for penguin species classification, breast cancer prediction, and baseball performance prediction with regularization. Additionally, there are plans to develop an XGBoost model for hotel cancellation prediction, focusing on key booking factors for optimization.