Tags: algorithms

Reinforcement Learning in R: An Introduction to Dynamic Programming

Reinforcement Learning is an approach to learning that attempts to maximize a cumulative reward based on a set of actions and states. The techniques are very popular within operations research and control theory. It does not fall under the traditional paradigms of supervised or unsupervised...
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Machine Learning: The Bigger Picture, Part I

In the past few decades, computer systems have achieved a whole lot. They have managed to organize and catalog the information produced by our civilization as a whole. They have relieved us from stringent cognitive tasks and increased our productivity significantly. One could say that where the...
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Graph Databases for Beginners: Graph Search Algorithm Basics

While graph databases are certainly a rising tide in the world of technology, graph theory and graph algorithms are mature and well-understood fields of computer science. In particular, graph search algorithms can be used to mine useful patterns and results from persisted graph data. As this is a...
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The Rise of Deep Learning in the Tech Industry

Tech analysts love trending topics. In fact, that’s their job: forecast and analyze trends. Some years ago we had “Big Data”, more recently “Machine Learning”, and now it s the time of “Deep Learning”. So let’s dive in and try to understand what‘s behind it and what impact it can have on our...
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