This is the twenty-second article in a series dedicated to the various aspects of machine learning (ML). Today’s article will dive into the issue of bias in Machine Learning agents, specifically biases in the process of induction. Note that this is not covering bias...
This is the twenty-first article in a series dedicated to the various aspects of machine learning (ML). Today’s article will explain another fundamental aspect of machine learning, which is concept learning. We’ll tell you how it is that a machine learning agent,...
This is the twentieth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will introduce a “basic” language of many machine learning agents, which is First Order Logic (FOL). We’ll show how this language allows for logical...
This is the nineteenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will focus on the design of learning systems, providing an overview of essential concepts like target functions and representations of target...
This is the eighteenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will discuss the problem of creating ethical agents in the field of machine learning, demonstrating why it is important for developers to think of the...
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