A11

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Arizona State University *

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512

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Electrical Engineering

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Jan 9, 2024

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docx

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Assignment 11.2 - LogRegGradientDescent Hardick Chatterjee IFT 512: Advance Big Data Analytics/AI Prof. Robert Rucker November 1, 2023
Code:- import numpy as np # Input data set (Hosmer data) data = np.array([ [1, 20, 0], [1, 23, 0], [1, 24, 0], [1, 25, 0], [1, 25, 1], [1, 26, 0], [1, 26, 0], [1, 28, 0], [1, 28, 0], [1, 29, 0], [2, 30, 0], [2, 30, 0], [2, 30, 0], [2, 30, 0], [2, 30, 0],
[2, 30, 1], [2, 32, 0], [2, 32, 0], [2, 33, 0], [2, 33, 0], [2, 34, 0], [2, 34, 0], [2, 34, 1], [2, 34, 0], [2, 34, 0], [3, 35, 0], [3, 35, 0], [3, 36, 0], [3, 36, 1], [3, 36, 0], [3, 37, 0], [3, 37, 1], [3, 37, 0], [3, 38, 0], [3, 38, 0], [3, 39, 0], [3, 39, 1],
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