Market Trends

Marion County Housing Price Predictor

Enter Your Preferences

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Select A Zip
Which Month Are You Intending to Buy
How Many Bedrooms
Prediction

Median Bedroom Price	Median List Price Calculated	Median List Price per SqFt Calculated	Median Market Value (Single Family)	Zip Code	No. of Bedrooms	Month

Visualizing The Predicted Values

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Machine Learning Regression Model

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1. TensorFlow Neural Net


2. Sequential Model


3. Multiple Input Variables


4. Data was split into training and testing sets


5. Standard Scalar was used to normalize input variables

Evaluation of the Model

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Next Steps

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1. Evaluate Possibility of Overfitting


2. Change Input Fields


3. Alter Layers in the Model


4. Compare Against Other Created Models

Architecture

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The Sources

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The Team

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