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aaronengland24

Aaron Roberts England

Recently Published

Tune, Fit, and Evaluate Neural Network Regression Model
Using a Tensorflow backend to tune and fit as well as evaluate the performance of a Neural Network Regression model.
Tune, Fit, and Evaluate Random Forest Regression Model
Using a pipeline to tune and fit as well as evaluate the performance of a Random Forest Regression model.
Tune, Fit, and Evaluate Neural Network Classifier Model
Using a Tensorflow backend to tune and fit as well as evaluate the performance of a Neural Network Classifier model.
Tune, Fit, and Evaluate XGBoost Classifier Model
Using a pipeline to tune and fit as well as evaluate the performance of an XGBoost Classifier model.
TPOT Regressor vs Neural Network Regressor
Comparison of model performance.
Time Series - ARIMA: Zillow Price-to-Rent Ratio (South Scottsdale, AZ)
Time series analysis using an ARIMA model in Python to forecast the price-to-rent ratio in South Scottsdale, AZ using data from Quandl.
Connecting R to SQL
Connecting R to a Microsoft SQL database.
Connecting Python to SQL
Connecting Python to a Microsoft SQL database