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Integrate with Machine Learning APIs: Challenge Lab

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Checkpoints

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Configure a Service Account & IAM permissions

Configure credential file for a Service Account

Modify the application to save text from images to Cloud Storage

Modify the appliction to translate text using the Language API

Query the BigQuery table

Integrate with Machine Learning APIs: Challenge Lab

1 hour 30 minutes 9 Credits

GSP329

Google Cloud Self-Paced Labs

Overview

In this Challenge Lab you are given a scenario and a set of tasks. You then use what you learned in the Machine learning APIs Quest to figure out how to complete it on your own within the time provided! An automated scoring system (shown on this page) provides feedback on whether you completed your tasks correctly.

To score 100% you must complete all tasks within the time period!

A Challenge Lab does not teach Google Cloud concepts. Instead, it challenges you to use what you learned in a quest to build the solution to a scenario. You are expected to extend your learned skills; you are expected to change default values, but new concepts are not introduced.

Topics tested

  • Grant the service account admin privileges for BigQuery and Cloud Storage.

  • Create and download a service account credentials file to provide Google Cloud credentials to a Python application.

  • Modify a Python script to extract text from image files using the Google Cloud Vision API.

  • Modify a Python script to translate text using the Google Translate API.

  • Check which languages are in the extracted data by executing a BigQuery SQL query.

Setup

Before you click the Start Lab button

Read these instructions. Labs are timed and you cannot pause them. The timer, which starts when you click Start Lab, shows how long Google Cloud resources will be made available to you.

This Qwiklabs hands-on lab lets you do the lab activities yourself in a real cloud environment, not in a simulation or demo environment. It does so by giving you new, temporary credentials that you use to sign in and access Google Cloud for the duration of the lab.

What you need

To complete this lab, you need:

  • Access to a standard internet browser (Chrome browser recommended).
  • Time to complete the lab.

Note: If you already have your own personal Google Cloud account or project, do not use it for this lab.

Note: If you are using a Pixelbook, open an Incognito window to run this lab.

Join Qwiklabs to read the rest of this lab...and more!

  • Get temporary access to the Google Cloud Console.
  • Over 200 labs from beginner to advanced levels.
  • Bite-sized so you can learn at your own pace.
Join to Start This Lab