An Introduction to Statistical Learning
      9
    
    
    
    
      Anova
      1
    
    
    
    
      basic statistics
      4
    
    
    
    
      Bayesian
      1
    
    
    
    
      black box
      2
    
    
    
    
      Centered ICE
      1
    
    
    
    
      cheating sheet
      3
    
    
    
    
      chisquare test
      1
    
    
    
    
      clustering
      1
    
    
    
    
      DataScience from Scratch
      2
    
    
    
    
      DBSCAN
      1
    
    
    
    
      Deep Learning
      5
    
    
    
    
      EM algorithm
      1
    
    
    
    
      estimator
      1
    
    
    
    
      fast MCD
      1
    
    
    
    
      Gaussian mixture
      2
    
    
    
    
      goodness of fit test
      1
    
    
    
    
      HDBSCAN
      1
    
    
    
    
      ICE
      1
    
    
    
    
      implementation
      2
    
    
    
    
      independence test
      1
    
    
    
    
      Individual Conditional Expectation
      1
    
    
    
    
      interpretable machine learning
      2
    
    
    
    
      Local Outlier Factor
      1
    
    
    
    
      LOF
      1
    
    
    
    
      Machine Learning
      9
    
    
    
    
      machine learning
      2
    
    
    
    
      Mahalanobis distance
      1
    
    
    
    
      Math
      1
    
    
    
    
      Minimum covariance determinant
      1
    
    
    
    
      NLP
      4
    
    
    
    
      open api
      2
    
    
    
    
      outlier detection
      3
    
    
    
    
      paired t - test
      1
    
    
    
    
      Partial dependency plot
      1
    
    
    
    
      PDP
      1
    
    
    
    
      python implementation
      3
    
    
    
    
      python
      1
    
    
    
    
      random variable
      1
    
    
    
    
      Randomized block design
      1
    
    
    
    
      REST
      2
    
    
    
    
      sample space
      1
    
    
    
    
      SQL
      1
    
    
    
    
      statistical distribution
      1
    
    
    
    
      statistical test
      1
    
    
    
    
      t - test
      1
    
    
    
    
      two-way Anova
      1
    
    
  
  An Introduction to Statistical Learning
- 
            [ISL] 8장 -Tree-Based Methods(Bagging, RF, Boosting)이해하기 23 Feb 2018
- 
            [ISL] 7장 -비선형모델(Local regression, Smoothing splines, GAM) 이해하기 14 Feb 2018
- 
            [ISL] 6장 -Lasso, Ridge, PCR이해하기 07 Feb 2018
- 
            발제용ch5 Resampling method 26 Jan 2018
- 
            [ISL] 5장 - Resampling Methods(CV, Bootstrap)이해하기 26 Jan 2018
- 
            [ISL] 4장 - 분류(로지스틱, LDA, QDA) 이해하기 23 Jan 2018
- 
            [ISL] 3장 - 선형회귀 이해하기 20 Jan 2018
- 
            [ISL] 2장 - An Overview of Statistical Learning 12 Jan 2018
- 
            [ISL] 1장 - ISL스터디 플랜 30 Dec 2017
basic statistics
black box
cheating sheet
chisquare test
DataScience from Scratch
Deep Learning
- 
            [NLP] Memory Networks 논문 리뷰 11 Mar 2018
- 
            [NLP] Show and Tell: A Neural Image Caption Generator 논문 리뷰 01 Feb 2018
- 
            [NLP] Character-Word LSTM Language Models 논문 리뷰 24 Jan 2018
- 
            [NLP] Character-level Convolutional Networks for Text Classification 논문 리뷰 15 Jan 2018
- 
            [stats385] Back Propagation 이해 15 Jan 2018
EM algorithm
Gaussian mixture
goodness of fit test
implementation
independence test
Individual Conditional Expectation
interpretable machine learning
Local Outlier Factor
Machine Learning
- 
            [ISL] 8장 -Tree-Based Methods(Bagging, RF, Boosting)이해하기 23 Feb 2018
- 
            [ISL] 7장 -비선형모델(Local regression, Smoothing splines, GAM) 이해하기 14 Feb 2018
- 
            [ISL] 6장 -Lasso, Ridge, PCR이해하기 07 Feb 2018
- 
            발제용ch5 Resampling method 26 Jan 2018
- 
            [ISL] 5장 - Resampling Methods(CV, Bootstrap)이해하기 26 Jan 2018
- 
            [ISL] 4장 - 분류(로지스틱, LDA, QDA) 이해하기 23 Jan 2018
- 
            [ISL] 3장 - 선형회귀 이해하기 20 Jan 2018
- 
            [ISL] 2장 - An Overview of Statistical Learning 12 Jan 2018
- 
            [ISL] 1장 - ISL스터디 플랜 30 Dec 2017