Clustering, Computer Science, K-nearest Neighbors and Natural Language Processing

Five machine learning types to know

IBM Journey to AI blog

DECEMBER 20, 2023

ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. Classification algorithms include logistic regression, k-nearest neighbors and support vector machines (SVMs), among others.

Machine Learning

Machine Learning Machine Learning Supervised Learning Clustering

Identifying defense coverage schemes in NFL’s Next Gen Stats

AWS Machine Learning Blog

FEBRUARY 10, 2023

We design a K-Nearest Neighbors (KNN) classifier to automatically identify these plays and send them for expert review. As an example, in the following figure, we separate Cover 3 Zone (green cluster on the left) and Cover 1 Man (blue cluster in the middle). Outside of work, he enjoys soccer and video games.

ML ML Machine Learning Machine Learning

Data Science Current

Five machine learning types to know

Identifying defense coverage schemes in NFL’s Next Gen Stats

Webinars

Stay Connected