Tag: Machines

Demystifying Support Vector Machines (SVM): A Beginner’s Guide to Expert Understanding

Beginner: Hey there! I’ve been hearing a lot about Support Vector Machines lately, but honestly, I have no clue what they are. Can you break it down for me? Expert: Yeah Sure! In machine learning, Support Vector Machines (SVMs) are supervised learning models with associated learni...

Support Vector Machines (SVM): An Intuitive Explanation

Support Vector Machines (SVMs) are a type of supervised machine learning algorithm used for classification and regression tasks. They are widely used in various fields, including pattern recognition, image analysis, and natural language processing. SVMs work by finding the optimal hyperplane ...

How Redbox Keeps Its Machines Filled

There’s probably a good chance that if you live in the United States that you’ve used or at least seen the Redbox DVD and Blu-ray video rental machines sitting in front of grocery stores, gas stations, and other businesses. This video rental concept first started in Denver, Colorado, ...

The Cognos 5: Bayesian & Frequentist Statistics and Support Vector Machines

Statistical inference is a crucial step in understanding the underlying properties of a distribution. There are two fundamental approaches to statistical inference, namely Bayesian and Frequentist statistics. With their unique philosophies and methodologies, they provide us with new frameworks for t...