PinnedMoklesur Rahman·Jan 29, 2023Why Most Published Research Findings Are FalseThere is growing concern that the majority of research findings that have been published are inaccurate. The chance that a research…A response icon4A response icon4
Moklesur Rahman·Jul 28, 2023Understanding Independent and Identically Distributed (i.i.d.) Data in StatisticsIn the field of statistics, “Independent and Identically Distributed” (i.i.d.) is a fundamental concept that underpins many statistical…
Moklesur Rahman·Jul 24, 2023Introducing Markov Chain Monte Carlo: A Powerful Tool for Simulations and BeyondIn the world of statistical simulations and data analysis, Markov Chain Monte Carlo (MCMC) has emerged as a powerful and versatile…
Moklesur Rahman·Jul 24, 2023Introduction to Gibbs SamplingGibbs sampling is a Markov Chain Monte Carlo (MCMC) technique used for statistical inference and sampling from complex probability…
Moklesur Rahman·Jul 22, 2023Understanding Maximum Likelihood Estimation (MLE) in Machine LearningMaximum Likelihood Estimation (MLE) is a fundamental concept in machine learning and statistics that plays a crucial role in parameter…A response icon2A response icon2
Moklesur Rahman·Jul 22, 2023Understanding Maximum a Posteriori (MAP) Estimation in Machine LearningIn the field of machine learning, making accurate predictions from data is crucial for building effective models. One common challenge is…
Moklesur Rahman·Jul 21, 2023Marginalization in Gaussian DistributionMarginalization is a fundamental operation in probability and statistics that involves integrating out or summing over a variable to obtain…
Moklesur Rahman·Jun 22, 2023Sinkhorn Knopp: Unraveling Optimal Transport for Data AlignmentIn the realm of data alignment and optimal transport, the Sinkhorn Knopp algorithm has emerged as a powerful tool for solving…
Moklesur Rahman·Jun 21, 2023Understanding SIMCLR: Unleashing the Power of Self-Supervised LearningIn the realm of deep learning, data is paramount. Labeled data, though valuable, can be scarce and expensive to acquire. This is where…
Moklesur Rahman·Jun 21, 2023BYOL: Bootstrap Your Own Latent — A New Approach to Self-Supervised LearningSelf-supervised learning has emerged as a powerful technique for training deep neural networks without relying on manual annotations…
