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Innovating with Google Cloud Artificial Intelligence

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Overview

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Artificial intelligence (AI) and machine learning (ML) represent an important evolution in information technologies that are quickly transforming a wide range of industries. “Innovating with Google Cloud Artificial Intelligence” explores how organizations can use AI and ML to transform their business processes. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

Syllabus

  • Course Introduction
    • Course introduction
  • AI and ML Fundamentals
    • Introduction
    • AI and ML defined
    • How AI and ML differ from data analytics and business intelligence
    • Problems that ML is suited to solve
    • Why ML requires high-quality data
    • The importance of responsible and explainable AI
    • Quiz
  • Google Cloud’s AI and ML Solutions
    • Introduction
    • BigQuery ML
    • Pre-trained APIs
    • AutoML
    • Custom models
    • TensorFlow
    • AI solutions
    • Considerations when selecting Google Cloud AI/ML solutions
    • Quiz
  • Course Summary
    • Course summary
  • Your Next Steps
    • Course Badge

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