E-Book, Englisch, 344 Seiten
Marrandino Machine Learning with BigQuery ML
1. Auflage 2021
ISBN: 978-1-80056-218-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
Create, execute, and improve machine learning models in BigQuery using standard SQL queries
E-Book, Englisch, 344 Seiten
ISBN: 978-1-80056-218-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
No detailed description available for "Machine Learning with BigQuery ML".
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
Weitere Infos & Material
Table of Contents - Introduction to Google Cloud and BigQuery
- Setting Up Your GCP and BigQuery Environment
- Introducing BigQuery Syntax
- Predicting Numerical Values with Linear Regression
- Predicting Boolean Values Using Binary Logistic Regression
- Classifying Trees with Multiclass Logistic Regression
- Clustering Using the K-Means Algorithm
- Forecasting Using Time Series
- Suggesting the Right Product by Using Matrix Factorization
- Predicting Boolean Values Using XGBoost
- Implementing Deep Neural Networks
- Using BigQuery ML with AI Notebooks
- Running TensorFlow Models with BigQuery ML
- BigQuery ML Tips and Best Practices