Charles RedmondMachine Learning

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Machine Learning

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1.
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Vertical Distance to a Line or Curve
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Charles Redmond
Jun 10, 2020• 3
2.
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A Way To Think About Regression This notebook is a fork
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Charles Redmond
Jun 11, 2020• 2
3.
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How Close is the Line?
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Charles Redmond
Jun 12, 2020• 1
4.
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Overfitting
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Charles Redmond
Jun 14, 2020• 1
5.
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Test Sets
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Charles Redmond
Jun 17, 2020• 1
6.
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Predicting Wins in Baseball
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Charles Redmond
Jun 18, 2020• 1
7.
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Logistic Regression: the Problem
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Charles Redmond
Jun 20, 2020• 2
8.
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The Confusion Matrix
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Charles Redmond
Jun 22, 2020• 1
9.
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AUC - ROC Curve
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Charles Redmond
Jun 24, 2020• 2
10.
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Probability, Odds, and Log-Odds
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Charles Redmond
Jun 24, 2020• 2
11.
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The Sigmoid Function
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Charles Redmond
Jun 25, 2020• 3
12.
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Log-Loss
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Charles Redmond
Jun 27, 2020• 1
13.
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Optimal Log-Loss
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Charles Redmond
Jun 28, 2020• 1
14.
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Template
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Charles Redmond
Nov 10, 2020
15.
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Regression This notebook is a fork
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Charles Redmond
Nov 15, 2020
16.
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Regression Tree This notebook is a fork
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Charles Redmond
Nov 15, 2020
17.
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Data Sets
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Charles Redmond
Oct 17, 2019• 1
18.
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Machine Learning Final Star Wars This notebook is a fork
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Charles Redmond
Dec 1, 2020• 1
19.
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Final Illustrations This notebook is a fork
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Charles Redmond
Nov 29, 2020