Part of the Machine Learning Nanodegree Program.
Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.
- bias/underfitting & variance/overfitting
- Learning Curves
- Model Complexity
- Model Tuning
- Metric Performance
- Statistical Analysis
- Cross Validation