Minkun Kim's repositories
Study-09-MachineLearning-B
**Supervised-Learning** (with some Kaggle winning solutions and their reason of Model Selection for the given dataset).
Study-02-AB-Testing
Hypothesis testing (Parametric/Non-Parametric)
Study-09-MachineLearning-E
**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)
Study-09-MachineLearning-A
With some projects to develop "TOOLs" for better Modeling
ooo-Bayesian-Modeling-A
PGM(Bayesian Network) & its Inference(with MCMC)
Study-09-MachineLearning-C
**DeepLearning** Intro.. Need to wrap up more projects here...
Study-09-MachineLearning-D
**DeepLearning** (CNN, RNN) + Bayesian Neural Network
Study-01-Business-Analytics-II-Practice
HDFS, MapReduce, Data Warehouse
ooo-Bayesian-Modeling-C1
Non-parametric Bayesian Model
ooo-Bayesian-Modeling-C2
Non-parametric Model
cs-video-courses
List of Computer Science courses with video lectures.
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
ooo-Bayesian-Modeling-B
Bayesian Hierarchical or Mixture? and..Bayesian Survival Analysis
ooo-Latent-Variable-Modelling
EM-algorithm, GMM, HMM, etc.
Toy01-Common-Knowledge-R-Python
Toy + Casual Coding
Toy02-Mathematical-Methods
Actuarial Science-Prep