## 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.