dimensionality Archives

What is svm in machine learning

Hemalatha RaghavanMarch 20, 2023August 4, 2024014 mins

In this blog post, we will be exploring the concept of Support Vector Machines in machine learning. Support vector machines are a powerful tool for analyzing data and can be used for a variety of tasks, such as classification and regression. We will also be providing an example to illustrate the concept. What is SVMs?…

What is PCA in machine learning?

Hemalatha RaghavanMarch 15, 2023August 4, 202408 mins

PCA is a machine learning algorithm that is used for probabilistic data analysis. In simple terms, pca can be thought of as a way of smoothing out noise in your data set so you can make better predictions. Smoothing out noise can be helpful in a number of different contexts, including machine learning. By smoothing…