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YouTubeAIHighschool
Gradient Descent Steps Visually Why It Works #maths #education#gradientdescent
A quick visual walkthrough of how gradient descent really works in linear regression. We start from a random point, compute the gradient, scale it with a learning rate, and update the weights step by step. Once you understand each step โ€” gradient, learning rate, and update rule โ€” the reason it converges becomes crystal clear ...
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Arjun Gupta | The Knight of Steel on Instagram: "Scroll down if you want the answer to the question at the end! Linear regression is a powerful statistical analysis tool! Tagging the wonderful @akcasuallycruel for letting me remix this with her! . . . #psychologyindia #psychmajor #statistics #regression #knightofsteel A beta = 0.904 mean that for 1SD increase in X there is a corresponding increase of 0.904SDs in Y. Although we cannot establish causal relationships simply through a regression"
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Arjun Gupta | The Knight of Steel on Instagram: "Scroll down if you want the answer to the question at the end! Linear regression is a powerful statistical analysis tool! Tagging the wonderful @akcasuallycruel for letting me remix this with her! . . . #psychologyindia #psychmajor #statistics #regression #knightofsteel A beta = 0.904 mean that for 1SD increase in X there is a corresponding increase of 0.904SDs in Y. Although we cannot establish causal relationships simply through a regression"
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