mainkoon81
Looking for new excitements + more opportunities; “Success consists of going from failure to failure without loss of enthusiasm.” – Winston Churchill
Dublin, Ireland
Pinned Repositories
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's Repositories
mainkoon81/Study-09-MachineLearning-B
**Supervised-Learning** (with some Kaggle winning solutions and their reason of Model Selection for the given dataset).
mainkoon81/Study-02-AB-Testing
Hypothesis testing (Parametric/Non-Parametric)
mainkoon81/Study-09-MachineLearning-A
With some projects to develop "TOOLs" for better Modeling
mainkoon81/Study-09-MachineLearning-E
**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)
mainkoon81/ooo-Bayesian-Modeling-A
PGM(Bayesian Network) & its Inference(with MCMC)
mainkoon81/Study-09-MachineLearning-C
**DeepLearning** Intro.. Need to wrap up more projects here...
mainkoon81/Study-09-MachineLearning-D
**DeepLearning** (CNN, RNN) + Bayesian Neural Network
mainkoon81/oo-Study-MCMC-R-II
mainkoon81/ooo-Bayesian-Introduction
mainkoon81/Study-01-Business-Analytics-II-Practice
HDFS, MapReduce, Data Warehouse
mainkoon81/ooo-Bayesian-Modeling-C1
Non-parametric Bayesian Model
mainkoon81/ooo-Bayesian-Modeling-C2
Non-parametric Model
mainkoon81/ooo-Minkun-Model-Collection-I
mainkoon81/ooo-Minkun-Model-Collection-II
mainkoon81/U008-project-PostgreSQL-Cassandra-Tableau
mainkoon81/UCD-research-prep-01-GRN-BioInformatics
mainkoon81/cs-video-courses
List of Computer Science courses with video lectures.
mainkoon81/DCU-project-03-BigData-DataWarehouse
mainkoon81/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
mainkoon81/oo-Study-MCMC-R-I
mainkoon81/ooo-Bayesian-Modeling-B
Bayesian Hierarchical or Mixture? and..Bayesian Survival Analysis
mainkoon81/ooo-Latent-Variable-Modelling
EM-algorithm, GMM, HMM, etc.
mainkoon81/ooo-Minkun-Model-Collection-III
mainkoon81/Paper2-Nonparametric-Bayesian-Approach01
mainkoon81/PhD-Study-ADAPT-01-optimization-intro
mainkoon81/PhD-Study-ADAPT-02-Fintech-Intro
mainkoon81/Toy01-Common-Knowledge-R-Python
Toy + Casual Coding
mainkoon81/Toy02-Mathematical-Methods
Actuarial Science-Prep
mainkoon81/Toy03-Network-Science
mainkoon81/Toy04-Complex-System-Intro