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Tags: computer-science (1) | machine-learning (2) | productivity (1) | Archives (5)
Mon 18 July 2022

Machine learning coming to Hobbiton - from zero to logistic regression with gradient descent

Let's re-discover every bit of the logistic regression model (binary cross-entropy, gradient descent) with pre-requisities(linear algebra, and calculus)
Sat 14 November 2020

Introduction to MCMC and Metropolis-Hastings sampling

Let's build intuition about MCMC from ground up using python and matplotlib
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