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...
This is the seventeenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover a field of AI that can be physically viewed in action: Robotics. We will specifically focus on how aspects of machine learning play a role...
This is the sixteenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will introduce one of the most innovative and essential fields of AI: computer vision (CV). Like language, the ability to see is something that many...
This is the fifteenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will continue the discussion of natural language processing (NLP) by considering how it can be assisted by deep learning, another major field of...
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