Machine Learning (CS 5805)

Submitted by: Swethaa Shanmugam Ramesh

References

Anomaly/Outlier detection

An outlier is a piece of data that deviates…

Clustering

It is essentially an unsupervised learning strategy. Unsupervised learning is a method that draws references from datasets of input data without labelled…

Linear and nonlinear regression

One of the simplest and most widely used machine learning algorithms is linear regression. It's a…

Probability theory and random variables

The result of a random variable is unknown in probability distribution. Here, the observation of the result is referred to as realization. It's a function that converts…

Clasification

Predicting new instances' categorical class labels based on historical observations is the aim of supervised machine learning tasks like…