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Google released Datalab Cloud beta version

via:博客园     time:2015/11/26 17:30:37     readed:2625

In recentCloud Platform Next Google Paris experience activitiesIn, Google announced a test version of a data visualization service, calledDtalab Cloud. Datalab Cloud allows developers to experience research and analyze data through an interactive Web browser.

DeMichellie Greg is Google's product management director. He described the service as

DeMichellieListThe core function of Datalab Cloud:

  • InGu Geyun platformResearch, transformation, visualization and processing of data. It can manage the data of a trillion bytes and a thousand bytes.
  • Can be combined with a variety of language code: Python, SQL, and JavaScriptUDF BigQuery).
  • Build and test the BigQuery Google deployment of data pipeline.
  • Create, optimize and deploy machine learning model.

Since Datalab Cloud is a managed service, so the developer and data scientists can expect that the Datalab Cloud will provide a very low threshold for use by configuring and setting up the wizard's settings. To use Datalab Cloud, the developer must deploy the service to the App Engine Google application. As a result, Datalab will use GoogleQuery BigAndStorage CloudServe as background.

Datalab Cloud is used.Jupyter, developers can be script, document, visualization and results stored in notebook. Developers can use existing Jupyter packages, including statistical and machine learning libraries. Datalab service users can also share the same GitHub and Bitbucket non Google source control library notebook.

The following figure shows a GitHub integration for the existing notebook and services for new users:

Image source

In terms of price, Google said, users only need to pay the cost of cloud resources, including BigQuery and Storage App, including the Engine Cloud. Google is also on the GitHub to open the Datalab Cloud project, allowing developers to derive or submit request pull.

In the field of cloud data research and visualization, Google is faced with Amazon, Microsoft these familiar competitors. AmazonQuickSightIs a low threshold, based on the configuration of business intelligence tools, customers only need a very short time to start visualizing their data. Amazon also uses a similar model, which will be placed on the visual platform of other private services, such as AmazonRDSAnd AmazonDynamoDB. MicrosoftPowerBiIt is also a famous BI tool that allows end users and developers to use data from a variety of local and cloud services, and in the Web browser or mobile devices will be its visualization. Microsoft also uses a number of similar Excel, the user is familiar with the characteristics, is very conducive to the promotion of the tool.

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