Tag - By Devin Soni

Introduction to Game Theory (Part 1)

Check out this game theory basics post for an introduction to Two-player Sequential games — Dominant Strategies, Nash Equilibrium, and Cooperation vs. Defection. comments By Devin Soni, Computer Science Student Source Game theory generally refers to...

Introduction to k-Nearest Neighbors

What is k-Nearest-Neighbors (kNN), some useful applications, and how it works. comments By Devin Soni, Computer Science Student The k-Nearest-Neighbors (kNN) method of classification is one of the simplest methods in machine learning, and is a great...

Introduction to Markov Chains

What are Markov chains, when to use them, and how they work comments By Devin Soni, Computer Science Student (Generated from http://setosa.io/ev/markov-chains/) Markov chains are a fairly common, and relatively simple, way to statistically model rand...

Supervised vs. Unsupervised Learning

Understanding the differences between the two main types of machine learning methods. comments By Devin Soni, Computer Science Student Within the field of machine learning, there are two main types of tasks: supervised, and unsupervised. The main dif...