Sentimental_analysis
[Notice] [ML_practical practice_4]
Category
ML
Pokemon_classification
[Notice] [ML_practical practice_2]
Movie_textmining
[Notice] [ML_practical practice_3]
Housing_price_regression
[Notice] [ML_practical practice_1]
Unsupervised learning
[Notice] [ML_12]
Ensemble(Boosting and Stacking)
[Notice] [ML_11]
Regression(Boston data with Scaler)
[Notice] [ML_9]
Regression(Boston data with evaluation metrics and regulization)
[Notice] [ML_8]
Ensemble(Voting and Bagging)
[Notice] [ML_10]
Classification(breast_cancer data and confusion matrix)
[Notice] [ML_7]
Classification(iris data with SGD and Hyper-parameter tuning)
[Notice] [ML_5]
Classification(iris data with Rogistic Regression)
[Notice] [ML_4]
Titanic with ML(how to preprocessing and SimpleImputer)
[Notice] [ML_2]
import ML
[Notice] [ML_1]
Kaggle
Predicting_income
[Notice] [start to stduy XAI]
seasonal_decompose
[Notice] [Montly_Data]
Dickey Fuller Test
[Notice] [adfuller]
Arima_forecast
[Notice] [Arima(p,k,q)]
Arima
[Notice] [Use_ML_model_in_time_series]
ACF
[Notice] [Yearly]
Retention_ABtest
[Notice] [Increasing_Customer_Retention]
Acquisition_advertising
[Notice] [Marketing_Mix_Modeling]
Visualization
Comparing seaborn and matplotlib
[Notice] [visualization_practice_seaborn_2]
Seaborn
[Notice] [visualization_practice_seaborn_first]
Drawing 3D graph and using imshow
[Notice] [visualization_practice_3D]
Maplotlib(save graph and use it_2
[Notice] [visualization_practice_4]
Maplotlib(save graph, use it and lineplot blog post error)
[Notice] [visualization_practice_3]
Make a rough sketch and Anatomy of a figure
[Notice] [visualization_practice_2]
Matplotlib - use Korean font
[Notice] [visualization_practice_first]
Pandas
Real Estate Data Practice
[Notice] [utilize data from public data in data.or.kr]
select_dtypes and one-hot-encoding
[Notice] [pandas_practice_4]
change data type and use apply function
[Notice] [pandas_practice_3]
how to merge in pandas
[Notice] [pandas_pactice_2]
add, drop rows and columns
[Notice] [pandas_practice_first]
coding
start making blog of Dylan
[Notice] reference
Terminology
Linear_Regression_Max_lik
[Notice] [Linear_Regression_Math]