This is a step by step tutorial of training a neural network classifier. The dataset I'm using is from UCI. I've also wrote a detailed tutorial in Chinese in 莫烦Python.
4 Classes about car's condition:
- unacc: unaccepted condition
- acc: accepted condition
- good: good condition
- vgood: very good condition
Features:
- buying: vhigh, high, med, low.
- maint: vhigh, high, med, low.
- doors: 2, 3, 4, 5more.
- persons: 2, 4, more.
- lug_boot: small, med, big.
- safety: low, med, high.
Files:
- data_processing.py : download data and process to an accepted format
- model.py : training model and view result
- Python
- tensorflow
- pandas
- numpy
- matplotlib
You can view more tutorials on this page or know more about me on here.