Holding Machine Learning Models Accountable

Machine learning and artificial intelligence are changing the game across industry with models, driving cars, preventing fraud…

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Baking with Machine Learning

Like many people, I’ve been entertaining myself at home by baking a ton. I’ve gotten pretty good at following recipes, but I decided I wanted to take things one step further and understand the science behind what differentiates a cake from a bread or a co... (more…)

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Statistics for Machine Learning: Resources

People who come to machine learning/data science from a software engineering background (as opposed to a scientific or statistical background) often gloss over the statistical underpinnings of many machine learning methods. This is fine initially when you... (more…)

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