mainkoon81

ooo-Bayesian-Modeling-A

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

Study-02-AB-Testing

Hypothesis testing (Parametric/Non-Parametric)

Study-09-MachineLearning-A

With some projects to develop "TOOLs" for better Modeling

Study-09-MachineLearning-B

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

Study-09-MachineLearning-E

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

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

Dealing with two different datasets with the same fieldnames

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

Dealing with two different datasets, using RegularExpression

U004-project-Python-AB-testing-typical

Toddler's Probability application

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!

U111-project-Sample-Artistic-Visualization

Data + My artwork samples

mainkoon81/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!

mainkoon81/Study-01-Business-Analytics-I-Theory

Theory: Data Mining + Cloud Computing Architecture

mainkoon81/Study-Python-DataWrangling

mainkoon81/U001-project-Python-R-Predicting-the-wine-quality

Dealing with two different datasets with the same fieldnames

mainkoon81/Study-Tableau

(Tableau) is useful for the intuitive exploration

mainkoon81/Study-Autonomous-Car-Prep-01

Self Driving Car Preparation: Introduction

mainkoon81/Study-Autonomous-Car-Prep-02

Self Driving Car Preparation: Translate python into C++

mainkoon81/U002-project-Python-Fuel-Economy-data-Assessment

Dealing with two different datasets, using RegularExpression

mainkoon81/DCU-project-02-Earthquake-prediction

mainkoon81/DCU_project-01-Competition-MediaEval

mainkoon81/Study-04-SQL-Basic-Query

mainkoon81/U004-project-Python-AB-testing-typical

Toddler's Probability application

mainkoon81/U111-project-Sample-Artistic-Visualization

Data + My artwork samples

mainkoon81/AnomalyDetection.jl

mainkoon81/bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

mainkoon81/Master-Thesis-BayesianCNN

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

mainkoon81/MKdata-deeplearning

mainkoon81/PillarD-BIG01-Microsoft-IoT

mainkoon81/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

mainkoon81/project-Alteryx-00

mainkoon81/Study-01-Business-Analytics-III

Programming (OOP, Generics, JavaBeans, JDBC, Security)

mainkoon81/Study-03-SQL-DataCleaning

mainkoon81/Study-06-Demystifying-NoSQL-01

mainkoon81/Study-R-Visualization

(R) is useful for DATA TRANSFORMATION that is impossible to deal with using Tableau

mainkoon81/U000-project-Python-US-Bikeshare-Data

Dealing with huge CSV files you cannot open.

mainkoon81/U003-project-Python-Visualization

Investigation w/o regression

mainkoon81/U006-project-R-Visualization

mainkoon81/UCD-project-BasicML-01

Statistical DataMining from UCD

mainkoon81/UCD-project-BasicML-02

Statistical DataMining from UCD

mainkoon81/UCD-project-LinearModels

some projects from UCD