Machine Learning

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1. 03_Timeseries_MAPUA-Timeseries-Forecasting-on-XAUUSD-Trading-Pair 03_Timeseries_MAPUA-Timeseries-Forecasting-on-XAUUSD-Trading-PairPublic

   MODEL: ARIMA, SARIMAX, ETS

   Jupyter Notebook 4 2

2. 11_MLFlow_Demo 11_MLFlow_DemoPublic

   Demonstrate how MLFlow works by using the Credit Card Default Dataset

   Jupyter Notebook 1

3. 01_Regression_Predicting-Concrete-Strength 01_Regression_Predicting-Concrete-StrengthPublic

   MODEL: Regularized Regression

   Jupyter Notebook

4. 01_Regression_MAPUA-House-Price-Prediction 01_Regression_MAPUA-House-Price-PredictionPublic

   MODEL: Multiple Linear Regression

   Jupyter Notebook

5. 10_Streamlit_Demo 10_Streamlit_DemoPublic

   Machine Learning Web App using Streamlit from Scratch

   Python

6. 02_Classification_MAPUA-Rain-Prediction 02_Classification_MAPUA-Rain-PredictionPublic

   MODEL: Logistic Regression, Decision Tree, Random Forest Classifier, Support Vector Machine, LGBM Classifier

   Jupyter Notebook