https://github.com/fr4nc3/predictions_housing

Housing prediction in great area of Boston using Python Pandas AWS
https://github.com/fr4nc3/predictions_housing

Last synced: 10 months ago
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Housing prediction in great area of Boston using Python Pandas AWS

• Host: GitHub
• URL: https://github.com/fr4nc3/predictions_housing
• Owner: Fr4nc3
• Created: 2022-01-19T15:33:25.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-01-20T19:41:31.000Z (over 4 years ago)
• Last Synced: 2025-10-10T13:04:37.172Z (10 months ago)
• Language: Jupyter Notebook
• Size: 16.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

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README

          
# Price Predictions Process Book

## Create Enviroment

```

pipenv install --python 3.8

```

## Install dependencies

```

pipenv install Cython Flask gunicorn Jinja2 numpy pandas plotly python-dateutil requests scikit-learn matplotlib seaborn jupyter

```

## run Jupyter trust first

```

jupyter trust pp-solutions.ipynb

```

## Run Jupyter notebook

```

jupyter notebook pp-solutions.ipynb

```

## Creation Process

![Internet Gateway](process-book/img/cicd.png)

## Web Application Structure

![Internet Gateway](process-book/img/archi.png)

## Process Detailed

- [Model](process-book/model/)

- [Database](process-book/database/)

- [Application](process-book/app/)

- [Cloud Architecture](process-book/aws/)