Machine Learning in Language Processing

Machine learning is a field of study in artificial intelligence concerned with the development and study of statistical algorithms.

Machine learning has been applied to large language models, computer vision, speech recognition, email filtering, agriculture, and medicine.

The mathematical foundations of machine learning are provided by mathematical optimization (mathematical programming) methods.

<p>Data mining is a related field of study that focuses on exploratory data analysis through unsupervised learning.</p> Signup and view all the answers

<p>Machine learning is known in its application across business problems under the name predictive analytics.</p> Signup and view all the answers

<p>The goal of machine learning is to develop statistical algorithms that can generalize and perform tasks without explicit instructions.</p> Signup and view all the answers

<p>Machine learning is a field of study in artificial intelligence.</p> Signup and view all the answers

<p>Some applications of machine learning include large language models, computer vision, speech recognition, email filtering, agriculture, and medicine.</p> Signup and view all the answers

<p>The mathematical foundations of machine learning are provided by mathematical optimization methods.</p> Signup and view all the answers

<p>Data mining is a related field of study that focuses on exploratory data analysis through unsupervised learning.</p> Signup and view all the answers