Some algebra to understand why PCA works 🔧

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Photo by Tim Mossholder on Unsplash


And keep your git clean!

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Photo by Cesar Carlevarino Aragon on Unsplash


Concepts & Code 🐍

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♣️️ Monte Carlo casino by night ♠️ source

Try to beat the dealer in any situation 💪


Intuition and code to understand and implement Topic Modeling on Short Texts like social media ones (Tweets, Reddit’s posts…)

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Photo by Hello I’m Nik 🇬🇧 on Unsplash


Intuition and (some) maths to understand end-to-end GloVe model

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The power of GloVe


Intuition and (some) maths to understand end-to-end Skip-gram model

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Photo by Susan Yin on Unsplash

Matyas Amrouche

ML & NLP @ Justice.cool ⚖️

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