#Machine #Learning #Algorithms (Every data scientist must know) Machine Learning >Logistic Regression >Naive Bayes > K-Nearest Neighbors (KNN) > Support Vector Machine (SVM, > Decision Tree >Random Forest Classification Regression Linear Regression Ridge Regression Lasso Regression Dimensionality Reduction Principal Component Analysis (PCA) Independent Component Analysis (ICA) Apriori Algorithm FP-Growth Machine Learning Association Rule Mining Anomaly Detection Z-score (Statistical Method) Tsol