Forecasting With ARIMA and SARIMA
Forecasting prices of basic commodities in Indonesia with Python and Jupyter Notebook using Autoregressive Integrated Moving Average (ARIMA) and Seasonal Autoregressive Integrated Moving Average (SARIMA).
Ensemble Learning
Ensemble Learning with Python and Jupyter Notebook using Bootstrap Aggregating (Bagging) and Decission Trees.
Predicting Winnings using Decision Tree (League of Legends Dataset)
Predicting winnings based on League of Legends Dataset using Decision Tree.
K-Means Clustering (Parkinson Dataset)
K-Means Clustering on Parkinson Dataset with Python and Jupyter Notebook.
Linear Regression
Linear Regression with Python and Jupyter Notebook.
K-Nearest Neighbor
K-Nearest Neighbor with Python and Jupyter Notebook.
Decision Tree
Decision Tree with Python and Jupyter Notebook.
Naive Bayes
Naive Bayes with Python and Jupyter Notebook.
Hierarchial Clustering
Hierarchial Clustering with Python and Jupyter Notebook.
K-Means
K-Means with Python and Jupyter Notebook.
SVM (Support Vector Machine)
SVM (Support Vector Machine) with Python and Jupyter Notebook.