MACHINE LEARNING ALGORITHMS EVERY DATA SCIENTISTS MUST KNOW 💎 Naive Bayes: Classifies using Bayes' theorem with feature independence. 💎 Logistic Regression: Models binary outcomes with a logistic curve. 💎 KNN: Classifies by nearest neighbors' majority vote. 💎 Random Forest: Ensemble of decision trees for better accuracy. 💎 SVM: Finds the best separating hyperplane for classes. 💎 Decision Tree: Splits data by features for classification. 💎 Simple Linear Regression: Fits a line to two-varia