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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Post-run man with arm. What is model overfitting and how can you tell if it’s happening to yours? . . . . . AI | computer science | software engineering | ai engineering | data science | learn ai | code | stanford"
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Post-run man with arm. What is model overfitting and how can you tell if it’s happening to yours? . . . . . AI | computer science | software engineering | ai engineering | data science | learn ai | code | stanford"
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AI • Machine Learning • Tech on Instagram: "Overfitting happens when a model learns the training data too closely, including its noise or random fluctuations, instead of capturing the general pattern. Imagine you’re fitting curves to a set of data points that roughly follow a parabolic trend. A linear model (a straight line) is too simple — it underfits because it can’t capture the curve, leading to both high training and test errors. A quadratic model (a simple parabola) matches the data’s true
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