Pinnedadam dhallainCuriousThe Right Philosophy for Our TimesHow Transcendentalism can revitalize our society’s love for the environmentJan 11, 202124Jan 11, 202124

Pinnedadam dhallaOn Learning DeeplyLearning deeply, and to be able to tinker with the mathematics and science behind formula, is the most important skill in the 21st century.Nov 7, 20201Nov 7, 20201

adam dhallainDataDrivenInvestorNaive Bayes Classifiers II: ApplicationApplying the Bayes’ Rule to design a classifier in Python from scratch, and applying it on the Titanic DatasetMar 20, 2021Mar 20, 2021

adam dhallainDataDrivenInvestorNaive Bayes Classification I: TheoryHow we can use elementary probability theory to find Bayes’ Theorem, and how we can use this to create a classifierMar 19, 20211Mar 19, 20211

adam dhallaRecursive Least SquaresExploring Recursive Least Squares (RLS) using the Sherman-Morrison-Woodbury Formula and PythonMar 14, 2021Mar 14, 2021

adam dhallaBalancing Chemical Equations using PythonUsing Python and some basic linear algebra concepts, we can balance chemical equationsMar 13, 20211Mar 13, 20211

adam dhallainAnalytics VidhyaThe Math of Principal Component Analysis (PCA)Using two different strategies rooted in linear algebra to understand the most important formula in dimensionality reductionMar 9, 20213Mar 9, 20213

adam dhallaWatch my Complete Lecture Series on Neural Network MathematicsThis one’s a little unusual of a post since I don’t have any stories, algorithms, math or philosophy to write about, but I spent the past…Mar 7, 2021Mar 7, 2021

adam dhallainArtificial Intelligence in Plain EnglishThe Rise and Fall of the PerceptronWhat is a perceptron, how the proto-neural network started (and stopped) interest in neural networks, the linear algebra behind them, and…Mar 1, 20211Mar 1, 20211

adam dhallainArtificial Intelligence in Plain EnglishThe Normal Equation for Linear RegressionThe rationale and linear algebra behind Normal Equations, and the calculus way as well.Feb 10, 2021Feb 10, 2021