Lecture 02: Machine Learning for Language Technology – Decision Trees and Nearest Neighbors In this lecture, we talk about two different discriminative machine learning methods: decision trees and k-nearest neighbors. Decision trees are hierarchical structures. k-Nearest neighbors are based on…
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Lecture 1: Introduction – Machine Learning for Language Technology
What Is Machine Learning? Machine learning is programming computers to optimize a performance criterion using example data or past experience. We have a model defined up to some parameters, and learning is the execution of a computer program to optimize…