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

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Overview

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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.

Syllabus

  • Prepare Data for ML APIs on Google Cloud
    • 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
    • Speech-to-Text API: Qwik Start
    • Video Intelligence: Qwik Start
    • Prepare Data for ML APIs on Google Cloud: Challenge Lab
  • Your Next Steps
    • Course Badge

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