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adam dhalla

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Curious

The Right Philosophy for Our Times

How Transcendentalism can revitalize our society’s love for the environment

Jan 11, 2021

The Right Philosophy for Our Times

Jan 11, 2021

Pinned

On Learning Deeply

Learning 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, 2020

On Learning Deeply

Nov 7, 2020

Published in
DataDrivenInvestor

Naive Bayes Classifiers II: Application

Applying the Bayes’ Rule to design a classifier in Python from scratch, and applying it on the Titanic Dataset

Mar 20, 2021

Naive Bayes Classifiers II: Application

Mar 20, 2021

Published in
DataDrivenInvestor

Naive Bayes Classification I: Theory

How we can use elementary probability theory to find Bayes’ Theorem, and how we can use this to create a classifier

Mar 19, 2021

Naive Bayes Classification I: Theory

Mar 19, 2021

Recursive Least Squares

Exploring Recursive Least Squares (RLS) using the Sherman-Morrison-Woodbury Formula and Python

Mar 14, 2021

Recursive Least Squares

Mar 14, 2021

Balancing Chemical Equations using Python

Using Python and some basic linear algebra concepts, we can balance chemical equations

Mar 13, 2021

Balancing Chemical Equations using Python

Mar 13, 2021

Published in
Analytics Vidhya

The Math of Principal Component Analysis (PCA)

Using two different strategies rooted in linear algebra to understand the most important formula in dimensionality reduction

Mar 9, 2021

The Math of Principal Component Analysis (PCA)

Mar 9, 2021

Watch my Complete Lecture Series on Neural Network Mathematics

This 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, 2021

Watch my Complete Lecture Series on Neural Network Mathematics

Mar 7, 2021

Published in
Artificial Intelligence in Plain English

The Rise and Fall of the Perceptron

What is a perceptron, how the proto-neural network started (and stopped) interest in neural networks, the linear algebra behind them, and…

Mar 1, 2021

The Rise and Fall of the Perceptron

Mar 1, 2021

Published in
Artificial Intelligence in Plain English

The Normal Equation for Linear Regression

The rationale and linear algebra behind Normal Equations, and the calculus way as well.

Feb 10, 2021

The Normal Equation for Linear Regression

Feb 10, 2021

adam dhalla

adam dhalla

17 y old learning about machine learning, as well as a lifelong naturalist. Climate activist in Vancouver. Writer. Visit me @ adamdhalla.com

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