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Google Cloud Dataprep

 

  • Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis, reporting, and machine learning.

Features

  • You can transform structured or unstructured datasets of any size — megabytes to petabytes — with equal ease and simplicity.
  • Cloud Dataproc can transform datasets stored in CSV, JSON, or relational table formats.
  • You can process data stored in Cloud Storage, BigQuery, or from your desktop, then export the refined data to BigQuery or Cloud Storage for storage, analysis, visualization, or machine learning.
  • Uses a proprietary algorithm that interprets the data transformation intent of a user’s data selection.
  • You can leverage hundreds of transformation functions readily available to turn your data into the asset you want.
  • Cloud Dataprep enables users to collaborate on similar flow objects in real-time or to create copies for other team members to use for independent tasks.
  • Explore your data through interactive visual distributions to assist in your discovery, cleansing, and transformation process.
  • Cloud Dataprep automatically generates one or more samples of the data for display and manipulation in the client application to achieve performance optimization.

Pricing

  • Pricing is split across two variables;
    • Design – is priced on a per-project basis for an unlimited number of users.
    • Execution – consists of the Dataflow usage for running jobs in Dataprep.

Google Cloud Dataprep Cheat Sheet Reference:

https://cloud.google.com/dataprep/

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