Supervised

Supervised learning model learns from labeled data. Supervised learning problem can be a classification task or a regression task.
Here are the links to blog posts on Supervised Learning:

• Decision Trees
• Understanding Naive Bayes using simple examples
• Support Vector Machines (SVM)
• Logistic Regression
• Ensemble Models
• Random Forest
• Understanding Naive Bayes using simple examples