Data Science on the Google Cloud Platform is popular PDF and ePub book, written by Valliappa Lakshmanan in 2017-12-12, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Science on the Google Cloud Platform can be Read Online from any device for your convenience.
Data Science on the Google Cloud Platform Book PDF Summary
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
Detail Book of Data Science on the Google Cloud Platform PDF
- Author : Valliappa Lakshmanan
- Release : 12 December 2017
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781491974537
- Genre : Computers
- Total Page : 403 pages
- Language : English
- PDF File Size : 11,9 Mb
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