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Google

Intro to ML: Image Processing

Google via Google Cloud Skills Boost

Overview

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Using large scale computing power to recognize patterns and "read" images is one of the foundational technologies in AI, from self-driving cars to facial recognition. The Google Cloud Platform provides world class speed and accuracy via systems that can utilized by simply calling APIs. With these and a host of other APIs, GCP has a tool for just about any machine learning job. In this introductory quest, you will get hands-on practice with machine learning as it applies to image processing by taking labs that will enable you to label images, detect faces and landmarks, as well as extract, analyze, and translate text from within images.

Syllabus

  • Intro to ML: Image Processing
    • Vertex AI: Qwik Start
    • APIs Explorer: Qwik Start
    • Classify Images of Clouds in the Cloud with AutoML Images
    • Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
    • Extract, Analyze, and Translate Text from Images with the Cloud ML APIs
  • Your Next Steps
    • Course Badge

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