## Contents

### AWS

AWS + streamlit • Mar 28, 2020

### basics

Metrics for Binary Classification • Apr 19, 2020

### bayesian

Bayesian Inference with MCMC • Jul 3, 2020

### coding

Python without any local install • Nov 19, 2021

WSL without Docker Desktop • Sep 13, 2021

Docker + Jupyter + 한글 폰트 • May 9, 2021

VS Code로 천하통일! • Feb 2, 2021

Viva, Binder! • Oct 27, 2020

wsl 2 + docker + rstudio • Apr 21, 2020

Viva, Binder! • Oct 27, 2020

Setting python venv in Ubuntu 18.04 • Apr 4, 2020

AWS + streamlit • Mar 28, 2020

WSL + Cmder + python • Mar 19, 2020

Vanilla python with venv • Mar 17, 2020

Streamlit + Heroku • Mar 9, 2020

Free Your Blog with Github • Mar 7, 2020

Using Git ‘Smoothly’ in Windows 10 • Mar 5, 2020

### data-science

The Best Terminal App for Windows • Sep 26, 2020

Docker 컨테이너 + 한글 폰트 • Sep 24, 2020

Docker; 소박한 사용법 • Sep 23, 2020

### doc-tech

LaTeX in Modern Ways • Oct 24, 2020

### docker

Docker + Jupyter + 한글 폰트 • May 9, 2021

The Best Terminal App for Windows • Sep 26, 2020

Docker 컨테이너 + 한글 폰트 • Sep 24, 2020

Docker; 소박한 사용법 • Sep 23, 2020

wsl 2 + docker + rstudio • Apr 21, 2020

wsl 2 + docker + vsc • Apr 11, 2020

### econometrics

Revisiting Log-Linear Regression Model • Nov 11, 2020

Understanding Logit Regression • Nov 10, 2019

Understanding Regression • Oct 25, 2019

### economics

The College Wealth Divide • Jan 22, 2020

### gilbert-strang

Following Gilbert Strang 6 • Mar 31, 2020

Following Gilbert Strang 5 • Mar 23, 2020

Following Gilbert Strang 4 • Mar 19, 2020

Following Gilbert Strang 3 • Mar 19, 2020

Following Gilbert Strang 2 • Mar 18, 2020

Following Gilbert Strang 1 • Mar 16, 2020

### git

Using Git ‘Smoothly’ in Windows 10 • Mar 5, 2020

### jupyter

Docker + Jupyter + 한글 폰트 • May 9, 2021

### latex

LaTeX in Modern Ways • Oct 24, 2020

### machine-learning

Metrics for Binary Classification • Apr 19, 2020

Five (Deadly!) Questions on Regression and PCA • Dec 30, 2019

Math Behind PCA • May 17, 2019

Mathematics of Support Vector Machine • May 6, 2019

### markov-chain

PageRank as Markov Chain • Dec 24, 2019

### math

Eigenspace, part 2 • Jan 18, 2021

Eigenspace, part 1 • Jan 10, 2021

Basis • Jan 8, 2021

Matrix as Linear Transformation • Jan 7, 2021

Vector Geometry, part 2 • Jan 6, 2021

Vector Geometry, part 1 • Jan 5, 2021

Projection and Distance • Dec 16, 2020

Note on Triagonometry • Dec 11, 2020

Revisiting Log-Linear Regression Model • Nov 11, 2020

Following Gilbert Strang 6 • Mar 31, 2020

Following Gilbert Strang 5 • Mar 23, 2020

Following Gilbert Strang 4 • Mar 19, 2020

Following Gilbert Strang 3 • Mar 19, 2020

Following Gilbert Strang 2 • Mar 18, 2020

Following Gilbert Strang 1 • Mar 16, 2020

Matrix Decomposition • Jan 7, 2020

Gauss-Jordan Elimination Algorithm • Jan 7, 2020

Four Fundamental Spaces of Linear Algebra • Dec 31, 2019

PageRank as Markov Chain • Dec 24, 2019

Perron-Frobenius Theorem, part 2 • Dec 20, 2019

Perron-Frobenius Theorem, part 1 • Dec 11, 2019

Eigenvalues and Eigenvectors • Dec 3, 2019

Understanding Logit Regression • Nov 10, 2019

Understanding Regression • Oct 25, 2019

Dot Product • Jul 18, 2019

Poisson Distribution, Intuitively • Jul 13, 2019

Math Behind PCA • May 17, 2019

Mathematics of Support Vector Machine • May 6, 2019

Weighing Problem of Bachet de Méziriac • Sep 17, 2018

### matrix-theory

Eigenspace, part 2 • Jan 18, 2021

Eigenspace, part 1 • Jan 10, 2021

Basis • Jan 8, 2021

Matrix as Linear Transformation • Jan 7, 2021

Vector Geometry, part 2 • Jan 6, 2021

Vector Geometry, part 1 • Jan 5, 2021

Projection and Distance • Dec 16, 2020

Following Gilbert Strang 6 • Mar 31, 2020

Following Gilbert Strang 5 • Mar 23, 2020

Following Gilbert Strang 4 • Mar 19, 2020

Following Gilbert Strang 3 • Mar 19, 2020

Following Gilbert Strang 2 • Mar 18, 2020

Following Gilbert Strang 1 • Mar 16, 2020

Matrix Decomposition • Jan 7, 2020

Gauss-Jordan Elimination Algorithm • Jan 7, 2020

Four Fundamental Spaces of Linear Algebra • Dec 31, 2019

Perron-Frobenius Theorem, part 2 • Dec 20, 2019

Perron-Frobenius Theorem, part 1 • Dec 11, 2019

Eigenvalues and Eigenvectors • Dec 3, 2019

### paper-summary

The College Wealth Divide • Jan 22, 2020

### personal-use

Note on Triagonometry • Dec 11, 2020

Standard Error • Oct 17, 2020

Confidence Interval • Oct 6, 2020

Metrics for Binary Classification • Apr 19, 2020

### python

Setting python venv in Ubuntu 18.04 • Apr 4, 2020

AWS + streamlit • Mar 28, 2020

WSL + Cmder + python • Mar 19, 2020

Vanilla python with venv • Mar 17, 2020

Streamlit + Heroku • Mar 9, 2020

### quiz

Weighing Problem of Bachet de Méziriac • Sep 17, 2018

### regression

Revisiting Log-Linear Regression Model • Nov 11, 2020

Understanding Logit Regression • Nov 10, 2019

Understanding Regression • Oct 25, 2019

### rstat

LaTeX in Modern Ways • Oct 24, 2020

wsl 2 + docker + rstudio • Apr 21, 2020

### statistics

Standard Error • Oct 17, 2020

Confidence Interval • Oct 6, 2020

Bayesian Inference with MCMC • Jul 3, 2020

Understanding Logit Regression • Nov 10, 2019

Poisson Distribution, Intuitively • Jul 13, 2019

### triagonometry

Note on Triagonometry • Dec 11, 2020

### ubuntu

Tips for WSL 2 • Sep 25, 2020

### venv

Setting python venv in Ubuntu 18.04 • Apr 4, 2020

### visual-studio-code

wsl 2 + docker + vsc • Apr 11, 2020

Streamlit + Heroku • Mar 9, 2020

Free Your Blog with Github • Mar 7, 2020

### wsl

Tips for WSL 2 • Sep 25, 2020

wsl 2 + docker + vsc • Apr 11, 2020

wsl 2, a walk-thru • Apr 9, 2020

WSL + Cmder + python • Mar 19, 2020