No detailed description available for "Machine Learning with BigQuery ML".
Sprache
Verlagsort
Basel/Berlin/Boston
Großbritannien
Zielgruppe
Editions-Typ
Produkt-Hinweis
Dateigröße
ISBN-13
978-1-80056-218-9 (9781800562189)
Schweitzer Klassifikation
Marrandino Alessandro:
Alessandro Marrandino is a Google Cloud customer engineer. He helps various enterprises in the digital transformation journey through the adoption of cloud technologies. He is actively focused on and experienced in data management and smart analytics solutions. He has spent his entire career on data and artificial intelligence projects for global companies in different industries.
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
