An “algorithm” in machine learning is a procedure that is run on data to create a machine learning “model.” Machine learning algorithms perform “pattern recognition.” Algorithms “learn” from data, or are “fit” on a dataset. There are many machine learning algorithms.

List of Continuous/ numerical Machine Learning Algorithms:

• Linear Regression.
• Polynomial Regression.
• Non-linear Regression.

Classification ML :

• Knn (K nearest neighbours)
• Decision Tree.
• Logistic Regression.
• SVM ( Support Vector Machine)

Cluster Algorithms :

• K-Means.
• DBSCAN
• hierarchical (agglomerative)

Recommendation :

• content based recommendation
• collaborative filtering