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Computational Learning Theory Courses and Certifications

Learn Computational Learning Theory, earn certificates with free online courses from Brown University and other top universities around the world. Read reviews to decide if a class is right for you.

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Computational Learning Theory Courses and Certifications

On Learning Polynomial Recursive Programs

Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension

Learning-Augmented Online Optimization

A Perceptron Trio - Computational vs Statistical Gaps in Learning and Optimization

Learning Sparse Boolean Functions: Neural Networks Need a Hierarchical Degree Chain

New Directions in Property Testing

Educability - Understanding Higher-Level Intelligence

Languages with Decidable Learning: A Meta-theorem

A Theory of Multi-objective Machine Learning

Vapnik-Chervonenkis Theorem and Statistical Learning Theory

PAC Learning of Decision Trees

Introduction to Probably Approximately Correct (PAC) Learning

Computable PAC Learning - Part 2

Proper vs Improper Quantum PAC Learning

The VC Dimension in Machine Learning - Lecture 18

Computational Learning Theory Courses and Certifications

On Learning Polynomial Recursive Programs

Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension

Learning-Augmented Online Optimization

A Perceptron Trio - Computational vs Statistical Gaps in Learning and Optimization

Learning Sparse Boolean Functions: Neural Networks Need a Hierarchical Degree Chain

New Directions in Property Testing

Educability - Understanding Higher-Level Intelligence

Languages with Decidable Learning: A Meta-theorem

A Theory of Multi-objective Machine Learning

Vapnik-Chervonenkis Theorem and Statistical Learning Theory

PAC Learning of Decision Trees

Introduction to Probably Approximately Correct (PAC) Learning

Computable PAC Learning - Part 2

Proper vs Improper Quantum PAC Learning

The VC Dimension in Machine Learning - Lecture 18

Never Stop Learning.