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APIs and Machine Learning


Overview/Description
Target Audience
Prerequisites
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description
Machine learning and ML APIs are part of the Cloud ML engine. In this course, you'll learn about the various ML APIs and how to implement an app that uses the Vision API.

Target Audience
Data professionals who are responsible for provisioning and optimizing big data solutions, and data enthusiasts getting started with Google Cloud Platform

Prerequisites
None

Expected Duration (hours)
1.1

Lesson Objectives

APIs and Machine Learning

  • start the course
  • define the cloud ML engine and its purpose with GCP
  • describe the machine learning workflow and how the process works in various scenarios
  • define the Vision API and its purpose
  • describe the Natural Language API and its relevance in GCP
  • recall Translation API and Speech API best practices
  • demonstrate the use of various APIs
  • work with the ML REST API using the Translation API
  • use the Cloud Vision API with a Kubernetes Cluster
  • describe the use of machine learning, including the common APIs
  • Course Number:
    cl_gcde_a10_it_enus

    Expertise Level
    Intermediate