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Title: DATA SCIENCE ON THE GOOGLE CLOUD PLATFORM
By: Valliappa Lakshmanan
Format: Paperback

List price: £51.99
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ISBN 10: 1491974567
ISBN 13: 9781491974568
Availability: Usually dispatched within 1-2 days.
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Stock: Currently 75 available
Publisher: O'REILLY MEDIA, INC, USA
Pub. date: 25 August, 2017
Pages: 250
Description: With this practical guide, author and GCP Program Manager Valliappa Lakshmanan shows you how to gain insight into a sample business decision by applying different statistical and machine learning methods and tools. Along the way, you'll get an extensive tour of the big data and machine learning parts of GCP.
Synopsis: 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). With this practical guide, author and GCP Program Manager Valliappa Lakshmanan shows you how to gain insight into a sample business decision by applying different statistical and machine learning methods and tools. Along the way, you'll get an extensive tour of the big data and machine learning parts of GCP. You'll start with statistical methods, move into straightforward classification, and then explore windowing and real-time prediction. Move from basic to increasingly sophisticated methods Understand interactive querying of very large datasets with BigQuery Learn about probabilistic decision making with SparkSQL and Spark Train a TensorFlow model in Python and call it from Java Create a data processing pipeline with Dataflow Compute time-windowed aggregates in real-time
Publication: US
Imprint: O'Reilly Media, Inc, USA
Returns: Returnable
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