Branded Tumblers & Socks – The Perfect Pair!
Branded Tumblers & Socks – The Perfect Pair!
Branded Tumblers & Socks – The Perfect Pair!
Loading...

Data Science on the Google Cloud Platform
Implementing End-To-End Real-Time Data Pipelines

Publisher: O'Reilly Media, 2018

ISBN: 9781491974568

Product: Book, Paperback

May have wear from normal use.

See full description

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you'll work through a sample business decision by employing a variety of data science approaches.

Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science.

You'll learn how to:

  • Automate and schedule data ingest, using an App Engine application
  • Create and populate a dashboard in Google Data Studio
  • Build a real-time analysis pipeline to carry out streaming analytics
  • Conduct interactive data exploration with Google BigQuery
  • Create a Bayesian model on a Cloud Dataproc cluster
  • Build a logistic regression machine-learning model with Spark
  • Compute time-aggregate features with a Cloud Dataflow pipeline
  • Create a high-performing prediction model with TensorFlow
  • Use your deployed model as a microservice you can access from both batch and real-time pipelines
ISBN/UPC:

9781491974568

Product:

Book, Paperback

Title:

Data Science on the Google Cloud Platform: Implementing End-To-End Real-Time Data Pipelines: From Ingest to Machine Learning

Contributors
Publisher:

O'reilly Media, 2018

Pages:

410

Languages:

English

Specification:

9.1 x 7.0 x 0.8 inches, 2 pounds

load
Acceptable:Fairly worn but fully readable and intact. Pages may include notes, highlighting, or minor water damage. Dust jacket, CDs, product codes, or other inclusions may be missing or expired.
Good:Shows signs of wear. Pages may include limited notes or highlighting. Dust jacket, CDs, product codes, or other inclusions may be missing or expired.
Very Good:Item has seen limited use and has minimal signs of wear. Pages are clean without markings. Dust jacket, CDs, product codes, or other inclusions may be missing or expired.
Like New:Shows little to no signs of wear. Spine has no signs of creasing. Pages are clean without markings. CDs, product codes, or other inclusions may be missing or expired.
New:Brand new, unused, and in perfect condition. Includes all original packaging and accessories.