Popular Algorithms

1. Linear Regression
2. Logistic Regression
3. K-Nearest Neighbors
4. Decision Trees
5. Random Forest
6. Naive Bayes
7. Support Vector Machines (SVM)
8. K-Means Clustering
9. Hierarchical Clustering
10. Principal Component Analysis (PCA)
11. Gradient Descent
12. Convolutional Neural Networks (CNN)
13. Recurrent Neural Networks (RNN)
14. Long Short-Term Memory (LSTM)
15. Generative Adversarial Networks (GAN)