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So, an algorithm is the process a computer uses to transform input data into output data. A simple concept, and yet every piece of technology that you touch involves many algorithms.
Pedro Domingos, computer science professor at the University of Washington, offers an overview of the current state of machine learning in his just-published book, “The Master Algorithm: How the ...
Once they receive inputs, algorithms perform a series of steps to generate outputs. Most algorithms build on other simple processes. In fact, every complex thing you do on a computer could be done ...
I see it time and again in Google interviews or new-grad hires: The way data structures and algorithms — among the most important subjects in a proper computer science curriculum — are learnt ...
Algorithms allow us to make rational decisions in an organized manner, preventing us from burdening our minds with low-quality, on-the fly decision making. Everybody can do with a bit of computer ...
Algorithms are one of the four cornerstones of Computer Science. An algorithm is a plan, a set of step-by-step instructions to solve a problem. If you can tie shoelaces, make a cup of tea, get ...
Will algorithms designed for interconnected computers hold up if some of the machines are not here on Earth but flying about in space, onboard satellites or spacecraft?
In fact, computer scientists often find it easier to develop a deterministic algorithm by starting with a randomized version and then “de-randomizing” it. “Once I have it, I suddenly see a very ...
However, recent advances in artificial intelligence have demonstrated that training an algorithm in a computer simulation and then installing it in a robot can be cost effective way to train them ...
Computer algorithms infer gender, race and ethnicity. Here’s how to avoid their pitfalls Demographic-prediction algorithms have various challenges, following best practices can minimize the harms.