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aaa-MachineLearningFall23

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1.
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Plotting Template
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Charles Redmond
Dec 1, 2023
2.
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Plotting Basics
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Charles Redmond
Aug 29, 2023
3.
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Plotting Lines
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Charles Redmond
Aug 29, 2023
4.
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Parabola
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Charles Redmond
Aug 31, 2023
5.
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Horizontal Line
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Charles Redmond
Sep 7, 2023
6.
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Lines Through Origin
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Charles Redmond
Sep 14, 2023
7.
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Linear Regression
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Charles Redmond
Sep 18, 2023
8.
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Penguins
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Charles Redmond
Sep 21, 2023
9.
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Sigmoid Function
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Charles Redmond
Sep 28, 2023
10.
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Logistic Regression
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Charles Redmond
Oct 3, 2023
11.
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Overlapping Data This notebook is a fork
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Charles Redmond
Oct 5, 2023
12.
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Quiz 7 This notebook is a fork
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Charles Redmond
Oct 5, 2023
13.
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Social Network Ads Example
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Charles Redmond
Oct 17, 2023
14.
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Candy Example
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Charles Redmond
Oct 19, 2023
15.
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The Derivative
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Charles Redmond
Oct 31, 2023
16.
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Derivative of Loss Function
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Charles Redmond
Oct 31, 2023
17.
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Derivative of Loss Function Part 2 This notebook is a fork
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Charles Redmond
Nov 9, 2023
18.
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Gradient Descent
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Charles Redmond
Nov 16, 2023
19.
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Solving via Gradient Descent
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Charles Redmond
Nov 16, 2023
20.
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Solving via Gradient Descent (adding intercept) This notebook is a fork
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Charles Redmond
Nov 16, 2023
21.
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Overfitting
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Charles Redmond
Nov 21, 2023