Discover @mainkoon81 Open Source projects

Minkun Kim (@mainkoon81)

mainkoon81

Stars
94
Global Rank 210,651 (Top 8 %)
Followers 56
Following 37
Registered over 6 years ago
Most used languages

Jupyter Notebook
76.9 %

C++
7.7 %

R
7.7 %

Python
7.7 %
Location 🇮🇪 Ireland
Country Total Rank 452
Country Ranking

Jupyter Notebook
21

R
89

C++
270

Python
1,087

Study-09-MachineLearning-B

**Supervised-Learning** (with some Kaggle winning solutions and their reason of Model Selection for the given dataset).

Jupyter Notebook

Study-09-MachineLearning-A

With some projects to develop "TOOLs" for better Modeling

Jupyter Notebook

Study-02-AB-Testing

Hypothesis testing (Parametric/Non-Parametric)

Study-09-MachineLearning-E

**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)

Jupyter Notebook

Study-Python-DataWrangling

Study-01-Business-Analytics-I-Theory

Theory: Data Mining + Cloud Computing Architecture

ooo-Bayesian-Modeling-A

PGM(Bayesian Network) & its Inference(with MCMC)

U005-project-Python-AB-testing-Comprehensive

Not enough samples(target variable)? A. [pdf approach]: Bootstrapping w/o predictors or B. [data func approach]: Regression with predictors ? When dealing with a categorical target variable following Bernoulli, your parameter in interest would be the proportion. Let's find out!

Jupyter Notebook

U001-project-Python-R-Predicting-the-wine-quality

Dealing with two different datasets with the same fieldnames

Jupyter Notebook

Study-09-MachineLearning-C

**DeepLearning** Intro.. Need to wrap up more projects here...

Jupyter Notebook

Study-09-MachineLearning-D

**DeepLearning** (CNN, RNN) + Bayesian Neural Network

Jupyter Notebook

Study-Tableau

(Tableau) is useful for the intuitive exploration

oo-Study-MCMC-R-II

ooo-Bayesian-Introduction

Study-Autonomous-Car-Prep-01

Self Driving Car Preparation: Introduction

Jupyter Notebook

Study-01-Business-Analytics-II-Practice

HDFS, MapReduce, Data Warehouse

U002-project-Python-Fuel-Economy-data-Assessment

Dealing with two different datasets, using RegularExpression

Study-Autonomous-Car-Prep-02

Self Driving Car Preparation: Translate python into C++

ooo-Minkun-Model-Collection-I

DCU_project-01-Competition-MediaEval

Jupyter Notebook

UCD-research-prep-01-GRN-BioInformatics

DCU-project-02-Earthquake-prediction

U008-project-PostgreSQL-Cassandra-Tableau

Jupyter Notebook

ooo-Bayesian-Modeling-C1

Non-parametric Bayesian Model

Study-04-SQL-Basic-Query

ooo-Minkun-Model-Collection-II