Author(s): Shahidullah Kawsar Originally published on Towards AI. Machine Learning Interview Preparation Part 09 Solution XGBoost is a machine learning method used to make accurate predictions. It works by building many small decision trees one after another, where each new tree focuses …

Author(s): Shahidullah Kawsar Originally published on Towards AI. Machine Learning Interview Preparation Part 07 Solution A Random Forest is an ensemble learning algorithm that builds a “forest” of multiple Decision Trees to improve accuracy and prevent overfitting. During training, it uses two …

Author(s): Shahidullah Kawsar Originally published on Towards AI. Machine Learning Interview Preparation Part 04 Solution Support Vector Machine (SVM) is a popular machine learning algorithm used for classification and regression. In simple terms, SVM tries to separate data into different groups using …

Author(s): Shahidullah Kawsar Originally published on Towards AI. Machine Learning Interview Preparation Part 03 Solution Regularization in machine learning means putting limits on a model so it does not become too complicated. It is like guardrails on a road that help keep …