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
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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
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
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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