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Introduction to Reliable Deep Learning

Offered By: Google via Google Cloud Skills Boost

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Deep Learning Courses Machine Learning Courses Uncertainty Quantification Courses Model Interpretability Courses

Course Description

Overview

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This course introduces you to the world of reliable deep learning, a critical discipline focused on developing machine learning models that not only make accurate predictions but also understand and communicate their own uncertainty. You'll learn how to create AI systems that are trustworthy, robust, and adaptable, particularly in high-stakes scenarios where errors can have significant consequences.

Syllabus

  • Introduction
    • Course Introduction
  • Fundamentals of Reliable Deep Learning
    • Fundamentals of Reliable Deep Learning
  • Summary
    • Summary
    • Course Resources
  • Your Next Steps
    • Course Badge

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