Datumorphism

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

with 65 knowledge cards, 129 wiki articles, 88 TIL, 11 reading notes, 6 blog posts, and much more.

Recent Updates

Cards: Rosenblatt's Perceptron

Cards: McCulloch-Pitts Model

Cards: SRM: Structural Risk Minimization

Cards: ERM: Empirical Risk Minimization

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Basics 60
Python 45
Statistics 37
machine learning 30
Statistical Learning 14
Model Selection 13
data 11
Data Science 11
C++ 9
Data Warehouse 9
Programming Language 9
data visualization 8
Distributions 8
Mathematica 8
Factorization 7
Git 7
Linear Algebra 7
Linux 7
Tensor 6
Tools 6
Web 6
Big Query 5
Crawler 5
Jupyter 5
Node 5
Word2vec 5
Bayes 4
Bayesian 4
C 4
Classification 4
Command Line 4
Decision tree 4
Distance 4
Hypothesis Testing 4
Ruthless Data Scientist 4
Supervised Learning 4
Algorithms 3
Artificial Neural Networks 3
Communication 3
Correlation 3
Data Types 3
Database 3
Dynamical System 3
Introduction 3
Matplotlib 3
MDL 3
Neural Network 3
NLP 3
normalizing flow 3
Pandas 3
Programming 3
Soft Skills 3
Unsupervised Learning 3
Artificial Neuron 2
AWS 2
Data Structure 2
Design 2
Embedding 2
Feature Engineering 2
Finite Difference Method 2
Front-end 2
Fun 2
LaTeX 2
Linear Regression 2
Loss 2
OOP 2
PCA 2
PDE 2
Postgres 2
Problem Solving 2

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