adam dhalla – Medium

Pinned

adam dhalla
in
Curious

The Right Philosophy for Our Times

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

9 min readJan 11, 2021

--

24

The Right Philosophy for Our Times

--

24

Pinned

adam dhalla

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.

11 min readNov 7, 2020

--

1

On Learning Deeply

--

1

adam dhalla
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

11 min readMar 20, 2021

--

Naive Bayes Classifiers II: Application

--

adam dhalla
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

10 min readMar 19, 2021

--

1

Naive Bayes Classification I: Theory

--

1

adam dhalla

Recursive Least Squares

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

9 min readMar 14, 2021

--

Recursive Least Squares

--

adam dhalla

Balancing Chemical Equations using Python

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

9 min readMar 13, 2021

--

1

Balancing Chemical Equations using Python

--

1

adam dhalla
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

13 min readMar 9, 2021

--

3

The Math of Principal Component Analysis (PCA)

--

3

adam dhalla

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…

1 min readMar 7, 2021

--

Watch my Complete Lecture Series on Neural Network Mathematics

--

adam dhalla
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…

12 min readMar 1, 2021

--

1

The Rise and Fall of the Perceptron

--

1

adam dhalla
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.

13 min readFeb 10, 2021

--

The Normal Equation for Linear Regression

--

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

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams