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Sports Analytics Which players could help Fulham overcome their major flaws? Photo by Mario Klassen on UnsplashSome days ago, I was fortunate to be able to participate in a football analytics hackathon that was organized by xfb Analytics[1], Transfermarkt[2], and Football Forum Hungary[3]. As we recently received permissions to share our work, I decided…
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Going through four of the most-used search algorithms in AI Photo by Mitchell Luo on UnsplashIt’s as if we don’t have enough humans on Earth, that we’ve been trying for years to create machines that behave like us. We create mathematical models or agents that act rationally, so we don’t have to rely on…
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Beginner-friendly guide Understand the optimization algorithm widely used in Machine and Deep Learning The slope of a mountain — Photo by Ralph (Ravi) Kayden on UnsplashImagine you are a drop of water on top of a mountain, and your goal is to get to the lake situated right at the base of the…
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Step-by-step guide Installing TensorFlow and Python on ARM Macs was never easier Photo by Ales Nesetril on UnsplashI switched jobs one year ago and I found myself with a brand new M1 MacBook Pro to work with. I had to install everything a data scientist needs, which was a real pain. To make…