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Notes from the Frontiers of Mathematics

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Tag: Kernel

Kernel Functions For Machine Learning

September 1, 2012 ~ Prateek Joshi ~ 1 Comment

You must have heard the term 'kernel' floating around quite a few times. People from many different backgrounds use it in different contexts. The thing is that this term has been applied to different things in different domains. When we talk about operating systems, we talk about which kernel is being used. Kernel is also … Continue reading Kernel Functions For Machine Learning

Support Vector Machines

August 24, 2012August 24, 2012 ~ Prateek Joshi ~ 3 Comments

In machine learning, we have supervised learning on one end and unsupervised learning on the other end. Support Vector Machines (SVMs) are supervised learning models used to analyze and classify data. We use machine learning algorithms to train the machines. Once we have a model, we can classify unknown data. Let's say you have a … Continue reading Support Vector Machines

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