📖 Data Science on the Google Cloud Platform
Saturday, October 20, 2018 by dev
Data Science on the Google Cloud Platform
By:Valliappa Lakshmanan
Published on 2017-12-12 by |O'Reilly Media, Inc.|
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
This Book was ranked at 23 by Google Books for keyword data.
Book ID of Data Science on the Google Cloud Platform's Books is M7pCDwAAQBAJ, Book which was written byValliappa Lakshmananhave ETAG "7C/QB5XFbLQ"
Book which was published by |O'Reilly Media, Inc.| since 2017-12-12 have ISBNs, ISBN 13 Code is 9781491974537 and ISBN 10 Code is 1491974532
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