Fundamentals of Data Science Part III

Machine Learning

von Jared M. Maruskin

316 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

In Part III of this series, we cover the fundamentals of machine learning, focusing on:validation methodology (reprint)nearest neighbor, k-means, support vector machines, principal component analysistree-based methods: decision trees, bagging, random forest, boosting, XGBoostartificial neural networks and deep learningreinforcement learningThe focus is on algorithmic development and programming. We code each technique from scratch in Python, using an object-oriented approach.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Lernen
• ISBN: 9781941043134
• Sprache: Englisch
• Erscheinungsdatum: 29.04.2022
• Größe: 234 x 156 mm
• Verlag: Cayenne Canyon Press