Data Science on the Google Cloud Platform; Valliappa Lakshmanan; 2018
Data Science on the Google Cloud Platform; Valliappa Lakshmanan; 2018

Data Science on the Google Cloud PlatformUpplaga 1

av Valliappa Lakshmanan

  • Upplaga: 1a upplagan
  • Utgiven: 2018
  • ISBN: 9781491974568
  • Sidor: 250 st
  • Förlag: O'Reilly Media
  • Format: Häftad
  • Språk: Engelska

Om boken

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

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Mer om Data Science on the Google Cloud Platform (2018)

I januari 2018 släpptes boken Data Science on the Google Cloud Platform skriven av Valliappa Lakshmanan. Det är den 1a upplagan av kursboken. Den är skriven på engelska och består av 250 sidor djupgående information om data. Förlaget bakom boken är O'Reilly Media.

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Harvard

Lakshmanan, V. (2018). Data Science on the Google Cloud Platform. 1:a uppl. O’Reilly Media.

Oxford

Lakshmanan, Valliappa, Data Science on the Google Cloud Platform, 1 uppl. (O’Reilly Media, 2018).

APA

Lakshmanan, V. (2018). Data Science on the Google Cloud Platform (1:a uppl.). O’Reilly Media.

Vancouver

Lakshmanan V. Data Science on the Google Cloud Platform. 1:a uppl. O’Reilly Media; 2018.