reklama - zainteresowany?

Machine Learning with BigQuery ML - Septem

Machine Learning with BigQuery ML
ebook
Autor: Alessandro Marrandino
Tytuł oryginału: Machine Learning with BigQuery ML
ISBN: 9781800562189
stron: 344, Format: ebook
Data wydania: 2021-06-11
Księgarnia: Septem

Cena książki: 139,00 zł

Dodaj do koszyka Machine Learning with BigQuery ML

Tagi: Python | Uczenie maszynowe

BigQuery ML enables you to easily build machine learning (ML) models with SQL without much coding. This book will help you to accelerate the development and deployment of ML models with BigQuery ML.

The book starts with a quick overview of Google Cloud and BigQuery architecture. You'll then learn how to configure a Google Cloud project, understand the architectural components and capabilities of BigQuery, and find out how to build ML models with BigQuery ML. The book teaches you how to use ML using SQL on BigQuery. You'll analyze the key phases of a ML model's lifecycle and get to grips with the SQL statements used to train, evaluate, test, and use a model. As you advance, you'll build a series of use cases by applying different ML techniques such as linear regression, binary and multiclass logistic regression, k-means, ARIMA time series, deep neural networks, and XGBoost using practical use cases. Moving on, you'll cover matrix factorization and deep neural networks using BigQuery ML's capabilities. Finally, you'll explore the integration of BigQuery ML with other Google Cloud Platform components such as AI Platform Notebooks and TensorFlow along with discovering best practices and tips and tricks for hyperparameter tuning and performance enhancement.

By the end of this BigQuery book, you'll be able to build and evaluate your own ML models with BigQuery ML.

Dodaj do koszyka Machine Learning with BigQuery ML

 

Osoby które kupowały "Machine Learning with BigQuery ML", wybierały także:

  • Python dla ka
  • Algorytmy i struktury danych. Kurs video. Java, JavaScript, Python
  • Data Science w Pythonie. Kurs video. Algorytmy uczenia maszynowego
  • Machine Learning i j
  • Data Science w Pythonie. Kurs video. Przetwarzanie i analiza danych

Dodaj do koszyka Machine Learning with BigQuery ML

Spis treści

Dodaj do koszyka Machine Learning with BigQuery ML

Code, Publish & WebDesing by CATALIST.com.pl



(c) 2005-2024 CATALIST agencja interaktywna, znaki firmowe należą do wydawnictwa Helion S.A.