Data Science on the Google Cloud Platform

Data Science on the Google Cloud Platform
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 403
Release :
ISBN-10 : 9781491974537
ISBN-13 : 1491974532
Rating : 4/5 (37 Downloads)

Book Synopsis Data Science on the Google Cloud Platform by : Valliappa Lakshmanan

Download or read book Data Science on the Google Cloud Platform written by Valliappa Lakshmanan and published by "O'Reilly Media, Inc.". This book was released on 2017-12-12 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Data Science on the Google Cloud Platform Related Books

Data Science on the Google Cloud Platform
Language: en
Pages: 403
Authors: Valliappa Lakshmanan
Categories: Computers
Type: BOOK - Published: 2017-12-12 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

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 (
Data Science on the Google Cloud Platform
Language: en
Pages: 403
Authors: Valliappa Lakshmanan
Categories: Computers
Type: BOOK - Published: 2017-12-12 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

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 (
Data Science on the Google Cloud Platform
Language: en
Pages: 462
Authors: Valliappa Lakshmanan
Categories: Computers
Type: BOOK - Published: 2022-03-29 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). Th
Data Analytics with Google Cloud Platform
Language: en
Pages: 287
Authors: Murari Ramuka
Categories: Computers
Type: BOOK - Published: 2019-12-16 - Publisher: BPB Publications

DOWNLOAD EBOOK

Step-by-step guide to different data movement and processing techniques, using Google Cloud Platform Services DESCRIPTION Modern businesses are awash with data,
Data Analytics with Google Cloud Platform
Language: en
Pages: 287
Authors: Murari Ramuka
Categories: Computers
Type: BOOK - Published: 2019-12-16 - Publisher: BPB Publications

DOWNLOAD EBOOK

Step-by-step guide to different data movement and processing techniques, using Google Cloud Platform Services DESCRIPTION Modern businesses are awash with data,