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Google

Perform Foundational Data, ML, and AI Tasks in Google Cloud

Google via Google Cloud Skills Boost

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Overview

Complete the introductory Prepare Data for ML APIs on Google Cloud skill badge to demonstrate skills in the following: cleaning data with Dataprep by Trifacta, running data pipelines in Dataflow, creating clusters and running Apache Spark jobs in Dataproc, and calling ML APIs including the Cloud Natural Language API, Google Cloud Speech-to-Text API, and Video Intelligence API. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this skill badge course, and the final assessment challenge lab, to receive a skill badge that you can share with your network.

Syllabus

  • Prepare Data for ML APIs on Google Cloud
    • Vertex AI: Qwik Start
    • Dataprep: Qwik Start
    • Dataflow: Qwik Start - Templates
    • Dataflow: Qwik Start - Python
    • Dataproc: Qwik Start - Console
    • Dataproc: Qwik Start - Command Line
    • Cloud Natural Language API: Qwik Start
    • Google Cloud Speech-to-Text API: Qwik Start
    • Video Intelligence: Qwik Start
    • Prepare Data for ML APIs on Google Cloud: Challenge Lab
    • Tell us how we did!
  • Your Next Steps
    • Course Badge

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