Machine Learning Algorithms Every Data Scientist Must Know

Machine Learning Algorithms are divided into Three Categories :

1. Classification

• Decision Tree

• Naive Bayes

• K-nearest Neighbors

• Support Vector Machine

• Passive Aggressive Classifier

2. Clustering

• K Means Clustering

• DBSCAN Clustering

• Agglomerative Clustering

• BIRCH Clustering

• Affinity Clustering

• Spectral Clustering

3. Regression

• Linear Regression

• Logistic Regression

• Decision Tree Regression

• Random Forest

• Ridge Regression

• Lasso Regression

• Passive Aggressive Regression