What I built3
- Cleaned and processed NASA's CMAPSS turbofan degradation data, then engineered features to find the sensors that carry the most signal about wear.
- Compared machine learning, deep learning and generative AI regressors on the same features to estimate remaining operating cycles.
- Built for an ASU graduate course applying statistical learning theory to big data analysis.
Tools
- Python
- Pandas
- Machine Learning
- Deep Learning