How to Upgrade Judges with Machine Learning

Software that helps judges decide whether to jail a defendant while they await trial could cut crime and reduce racial disparities amongst prisoners. Read more

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100% Free Machine Learning Course

Syllabus – What you will learn from this course 1.Introduction 2.Linear Regression with One Variable 3.Linear Algebra Review 4.Linear Regression with Multiple Variables 5.Octave/Matlab Tutorial 6.Logistic Regression 7.Regularization 8.Neural Networks: Rep... (more…)

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Algorithmic Aspects of Machine Learning

This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. In this c...

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