requirements.md

All Dependencies used within this Project

Data Cleaning/Exploratory Analysis/Presentation

Tools used:

Jupyter Notebook, Visual Studio Code, Python, Numpy, Pandas, Matplotlib, Seaborn, and Google Slides.

Technology/Dashboard

Tools used:

Machine Learning Model

Tools used:

Jupyter Notebook, Visual Studio Code, Python, Pandas, Numpy, MatPlotLib, sklearn, imblearn

Specific dependencies:

path.Path

pandas

numpy

matplotlib.pyplot

collections.Counter

sklearn.model_selection.train_test_split

imblearn.combine.SMOTEENN

sklearn.preprocessing.StandardScaler

sklearn.ensemble.GradientBoostingClassifier

sklearn.model_selection.GridSearchCV

sklearn.metrics.accuracy_score

sklearn.metrics.confusion_matrix

sklearn.metrics.precision_recall_fscore_support

sklearn.metrics.classification_report

SQL-based Database

Tools used:

PostgreSQL 12.8, pgAdmin 4, (AWS) sqlalchemy and psycopg2