R AND PYTHON: GRADIENT DESCENT
JennaJMurray
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JennaJMurray
Ongoing, First published Oct 05, 2023
artificialintelligencedatasciencedeeplearningmachinelearningranghealthcareranglifesciencesrangtechnologies
I am presenting the way to write your own functions for algorithms. In this series, I am starting with Gradient descent algorithm. I briefly explain, what is gradient descent. After that, I apply gradient descent algorithm for a linear regression to identify parameters. For illustration, I simulate data for simple linear regression. To read the full blog visit: https://www.rangtech.com/blog/ai-machine-learning/r-and-python-gradient-descent
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artificialintelligencedatasciencedeeplearningmachinelearningranghealthcareranglifesciencesrangtechnologies
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Undo

43 parts Ongoing Mature

𝑰𝒇 π’šπ’π’– 𝒉𝒂𝒗𝒆 𝒕𝒉𝒆 π’‘π’π’˜π’†π’“ 𝒕𝒐 𝒕𝒖𝒓𝒏 π’ƒπ’‚π’„π’Œ π’•π’Šπ’Žπ’† 𝒐𝒏𝒄𝒆, π’˜π’‰π’‚π’• π’˜π’π’–π’π’… π’šπ’π’– 𝒅𝒐? 𝑱𝒐𝒆, 𝒂𝒏 π’Šπ’π’—π’†π’π’•π’π’“, 𝒂 𝒉𝒂𝒍𝒍 𝒐𝒇 π’‡π’‚π’Žπ’†π’“, 𝒖𝒏𝒕𝒐𝒖𝒄𝒉𝒂𝒃𝒍𝒆, π’„π’“π’‚π’›π’š π’“π’Šπ’„π’‰ 𝒂𝒏𝒅 π’‡π’‚π’Žπ’π’–π’” π’˜π’π’“π’π’…π’˜π’Šπ’…π’†, 𝒉𝒂𝒅 𝒕𝒉𝒆 𝒐𝒏𝒆 π’Šπ’ 𝒂 π’Žπ’Šπ’π’π’Šπ’π’ 𝒄𝒉𝒂𝒏𝒄𝒆 𝒕𝒐 π’‚π’π’”π’˜π’†π’“ 𝒕𝒉𝒂𝒕 π’’π’–π’†π’”π’•π’Šπ’π’. 𝑾𝒐𝒖𝒍𝒅 𝑱𝒐𝒆 𝒃𝒆 𝒂𝒃𝒍𝒆 𝒕𝒐 𝒂𝒇𝒇𝒐𝒓𝒅 𝒕𝒉𝒆 π’‘π’“π’Šπ’„π’† π’ƒπ’†π’‰π’Šπ’π’… π’Šπ’•?

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