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Video: A Machine Learning Specialist is approximating a aws video

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A Machine Learning Specialist is approximating a model that will fit a parabolic target function. The Specialist keeps getting consistent wrong predictions. Additionally, the trained model appears to have a linear function when plotted. What could be the reason behind this?