Sculley, David, et al. "Machine learning: The high interest credit card of technical debt." (2014). Link to paper: https://research.google/pubs/pub43146/ htt... (more…)
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✷ Discover one of the best Machine Learning books: simple concise and elegant - The Hundred Page Machine Learning book. Read the review! (more…)
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Affirm invests in research and engineering efforts to develop ML models that are interpretable. (more…)
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Building a quality machine learning model for text classification can be a challenging process. You need to build a training dataset, test different parameters for your model, fix the confusions, among other things. On this post, we will describe the pro...
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We want our calculation to demonstrate the notion that if we have high accuracy and a small model, then we have high confidence of generalizing. Intuitively, then, we add the model size to the accuracy and subtract this quantity from the entropy of having... (more…)
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