Pinnedadam dhallainCuriousThe Right Philosophy for Our TimesHow Transcendentalism can revitalize our society’s love for the environment9 min read·Jan 11, 2021--24--24

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.11 min read·Nov 7, 2020--1--1

adam dhallainDataDrivenInvestorNaive Bayes Classifiers II: ApplicationApplying the Bayes’ Rule to design a classifier in Python from scratch, and applying it on the Titanic Dataset11 min read·Mar 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 classifier10 min read·Mar 19, 2021--1--1

adam dhallaRecursive Least SquaresExploring Recursive Least Squares (RLS) using the Sherman-Morrison-Woodbury Formula and Python9 min read·Mar 14, 2021----

adam dhallaBalancing Chemical Equations using PythonUsing Python and some basic linear algebra concepts, we can balance chemical equations9 min read·Mar 13, 2021--1--1

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 reduction13 min read·Mar 9, 2021--3--3

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…1 min read·Mar 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…12 min read·Mar 1, 2021--1--1

adam dhallainArtificial Intelligence in Plain EnglishThe Normal Equation for Linear RegressionThe rationale and linear algebra behind Normal Equations, and the calculus way as well.13 min read·Feb 10, 2021----