Marcus Hutter OER/OCW Courses

Foundations of Machine Learning by Marcus Hutter @VideoLectures oer

Machine learning is usually taught as a bunch of methods that can solve a bunch of problems (see above). The second part of the tutorial takes a step back and asks about the foundations... Watch Video

How to predict with Bayes MDL and Experts by Marcus @VideoLectures

Most passive Machine Learning tasks can be (re)stated as sequence prediction problems. This includes pattern recognition, classification, time-series forecasting, and others. Moreover... Watch Video

Introduction to Statistical Machine by Marcus Hutter @VideoLectures

The first part of his tutorial provides a brief overview of the fundamental methods and applications of statistical machine learning. The other speakers will detail or built upon... Watch Video

Universal Artificial Intelligence by Marcus Hutter @VideoLectures

The dream of creating artificial devices that reach or outperform human intelligence is many centuries old. In this course I will present an elegant parameter-free theory of an... Watch Video

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