Datumorphism

The study of the data as a means to model the world

with 85 knowledge cards, 169 wiki articles, 93 TIL, 14 reading notes, 6 blog posts, and much more.

Recent Updates

Cards: Shannon Entropy

Cards: Jensen-Shannon Divergence

Cards: f-Divergence

Cards: Cross Entropy

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Basics 77
Python 50
statistics 41
machine learning 35
Statistical Learning 15
self-supervised learning 14
data 13
Model Selection 13
Data Science 12
data visualization 10
Programming Language 10
C++ 9
Classification 9
Data Warehouse 9
Linear Algebra 9
Neural Network 9
Bayesian 8
Distributions 8
Information Theory 8
Mathematica 8
Tools 8
Factorization 7
Git 7
Linux 7
supervised learning 7
Tensor 6
Web 6
Artificial Neural Networks 5
Big Query 5
Crawler 5
data-engineering 5
Distance 5
Entropy 5
Generative Model 5
Jupyter 5
Node 5
pandas 5
Word2vec 5
Artificial Neuron 4
C 4
Command Line 4
Decision tree 4
feature engineering 4
Hypothesis Testing 4
Ruthless Data Scientist 4
Unsupervised Learning 4
Adversarial Model 3
Algorithms 3
Bash 3
Communication 3
Contrastive Model 3
Correlation 3
Data Structure 3
Data Types 3
Database 3
Dynamical System 3
GAN 3
Introduction 3
Learning Theory 3
Linear Models 3
Matplotlib 3
MDL 3
multilabel 3
NLP 3
normalizing flow 3
Postgres 3
Programming 3
Soft Skills 3
time series 3
Activation Function 2

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