Machine learning (ML) prediction APIs are increasingly widely used. An ML API
can change over time due to model updates or retraining. This presents a key
challenge in the usage of the API because it is often not clear to the user if
and how the ML model ... (more…)
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Delivering machine learning solutions is so much more than the model. Three key concepts covering version control, testing, and pipelines are the foundation for machine learning operations (MLOps) that help data science teams ship models quicker and with ... (more…)
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A Machine Learning Project about building a Neural Network in Python with Keras and teaching it to play a game of Tic-Tac-Toe... (more…)
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Ensuring fairness in machine learning is important but not straightforward. At Amplitude, we are investing in solutions to address different conceptions of fairness, such as equalized odds, equalized opportunities, and demographic parity. (more…)
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NeuralPi is a Raspberry Pi-powered guitar pedal that uses machine learning to get the right sound. (more…)
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