Data Science on the Google Cloud Platform: Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning
Language: English
Published by O'Reilly Media, 2018
- Softcover
- Used
Seller: Textbook Bookie, Little Rock, AR, U.S.A.Textbook Bookie
AbeBooks seller since October 5, 2026
Condition: Used - Very good
US$ 9.99
Quantity: 3 available
Add to basketItem description from seller
Book in Very Good condition.
Seller Inventory # 9781491974568-very_good
- Title
- Data Science on the Google Cloud Platform: Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning
- Author
- Lakshmanan Valliappa
- Publisher
- O'Reilly Media
- Publication year
- 2018
- Condition
- Very Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1491974567
- ISBN 13
- 9781491974568
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
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Textbook Bookie
Little Rock, AR, U.S.A.
AbeBooks seller since October 5, 2026
Shipping rates within U.S.A.
| Item | 7 to 14 business days | 3 to 6 business days |
|---|---|---|
| First item | US$ 4.25 | US$ 7.00 |
Payment methods
Store description
Your trusted source for textbooks for nearly 28 years. Since 1998, Textbook Bookie and its affiliates have provided quality new and used textbooks at affordable prices. We take pride in accurate listings, fast shipping, and friendly, dependable customer service. Orders received before 12 PM CT ship the same business day. Orders received after 12 PM may ship the same day but are not guaranteed to ship until the next business day. If you have any questions or concerns with your order, please contact us through AbeBooks. We’re always happy to help! Thank you for choosing Textbook Bookie and its affiliates!…
Specialty
TextbooksSeller's business information
Textbook Bookie
AR, U.S.A.
Terms of sale
We have a 14 day return policy. The return must be postmarked within 14 days of the delivery date. If you are unable to have the item postmarked within 14 days of the delivery date, please contact us for further information. Once the item has been returned, we will initiate an item-only refund (shipping costs are non- refundable). The item must be returned in the same condition as it was advertised. Please contact us prior to returning the item if the condition of the item received is not the same as the condition advertised. Items returned to other locations other then the one specified below will be subject to additional restocking fees. Items not postmarked within 14 days of delivery and received back in store during this time will also be subject to additional restocking fees. Please use Media Mail Shipping and obtain return tracking on all items being shipped back for return. Please do not mark the item "Return or Sender" or "Refuse." Please return the item to the address on the returns information for AbeBooks. If you have any questions regarding this return policy, please contact us prior to returning the item. Thank you for your understanding. Textbook Bookie 316 N 10th Street Arkadelphia AR 71293 870-246-2181 textbookbookie@texastext.net Customer Service Manager: Krystin
Shipping terms
Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.