Machine Learning for Tabular Data

Xgboost, Deep Learning, and AI

von Luca Massaron, Mark Ryan

504 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

From the back cover: Advanced Analytics for Business teaches you to train insightful machine learning models on common tabular data such as spreadsheets, databases, and logs. It covers classic machine learning techniques like gradient boosting and more contemporary deep learning approaches. You'll find practical examples for every stage of the machine learning pipeline, such as using XGBoost and Keras to predict the prices of Airbnb listings in New York City and deploying a machine learning model on your local system with Flask. By the time you're finished, you'll be equipped with the skills to apply machine learning to the kinds of data you work with every day. About the reader: For readers experienced with Python and the basics of machine learning.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Lernen
• ISBN: 9781633438545
• Sprache: Englisch
• Erscheinungsdatum: 25.03.2025
• Größe: 233 x 186 mm
• Verlag: Manning Publications