来源：KDnuggets
原文链接：The 10 Algorithms Machine Learning Engineers Need to Know
Supervised Learning <strong>1. Decision Trees </strong><strong>2. Naïve Bayes Classification </strong><strong>3. Ordinary Least Squares Regression <strong>4. Logistic Regression <strong>5. Support Vector Machines </strong></strong></strong><strong><strong>6. Ensemble Methods</strong> </strong>
Unsupervised Learning <strong>7. Clustering Algorithms <strong>8. Principal Component Analysis</strong> <strong>9. Singular Value Decomposition</strong> <strong>10. Independent Component Analysis</strong></strong>