October 2019
Intermediate to advanced
520 pages
13h 5m
English
Content preview from Professional Cloud Architect – Google Cloud Certification Guide
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Submitting predictions
Let's have a look at the gcloud command to submit a batch job:
gcloud ml-engine jobs submit prediction $JOB \--data-format=$DATA_FORMAT \--input-paths=$INPUT_PATH \--output-path=$OUTPUT_PATH \--region=$REGION \--model=$MODEL \ --version=$VERSION
The preceding parameters are explained as follows:
- $JOB: The name of the batch prediction job
- $DATA_FORMAT: The data format of the input files
- $INPUT_PATH: The Google Cloud Storage paths to the instances to run the prediction on
- $OUTPUT_PATH: The Google Cloud Storage path to which to save the output, for example, gs://my-bucket/output
- $REGION: The Google Compute Engine region in which to run the job
- $MODEL: The name of the model to use for prediction
- $VERSION: The model version ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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