MLG 007 Logistic Regression
MLG 007 Logistic Regression

MLG 007 Logistic Regression

Episode publish date
February 19, 2017 5:00 AM (UTC)
Last edit date
Jul 15, 2025 6:57 PM
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July 15, 2025 7:57 PM (GMT+1)
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July 15, 2025 7:57 PM (GMT+1)
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Machine Learning Guide

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8
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[01:40] Logistic Regression Is Classification

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[06:14] Housing Prices as Binary Classes

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[08:10] Three Step Logistic Regression Process

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[09:58] Sigmoid Function Shapes Decisions

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[14:01] Use Log Likelihood for Errors

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[18:38] Train Model Using Gradient Descent

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[28:17] Machine Learning’s Composability

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[31:50] Logistic Units Build Neural Networks