Data Management & Neural Network

This repository contains Jupyter Notebooks and Python source code to teach and practice Data Management using pandas (or similar packages), and Neural Network.

Notebooks

• 01-dm-intro.ipynb
• 02-dm-sqlite.ipynb
• 03-dm-sql-murder.ipynb
• 04-nn-neural-network.ipynb
• 05-dm-filtering.ipynb
• 06-nn-mlp-titanic.ipynb
• 07-nn-housing.ipynb
• 08-nn-loan-cleaning.ipynb
• 09-dm-sql-server.ipynb
• 10-dm-apply.ipynb
• 11-dm-minmax.ipynb
• 12-nn-loan-preprocessing.ipynb
• 13-nn-loan-neural-network.ipynb
• 14-dm-visualization-matplotlib.ipynb
• 15-dm-visualization-plotly.ipynb
• 18-nn-housing-nn-regression.ipynb
• 19-dm-iris-dataset.ipynb

Streamlit

• 16-dm-streamlit-plots.ipynb
• 17-dm-streamlit-loan.ipynb