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https://github.com/eva-kaushik/retail-churn-azure-ml-studio
Retail Churn Azure-ML Studio
https://github.com/eva-kaushik/retail-churn-azure-ml-studio
azure-devops azure-functions azure-pipelines machine-learning
Last synced: 2 days ago
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Retail Churn Azure-ML Studio
- Host: GitHub
- URL: https://github.com/eva-kaushik/retail-churn-azure-ml-studio
- Owner: Eva-Kaushik
- License: mit
- Created: 2024-07-27T07:06:42.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2024-08-19T17:30:44.000Z (3 months ago)
- Last Synced: 2024-08-19T20:48:22.834Z (3 months ago)
- Topics: azure-devops, azure-functions, azure-pipelines, machine-learning
- Language: Python
- Homepage:
- Size: 25.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Challenge: Data Scientist
[](https://www.python.org/downloads/release/python-391/)
## Describe Project
Predict retail churn
## Objectives
- Use Microsoft Azure Machine Learning Studio
- Import external librarie in Azure Machine Learning Studio
## Algorithms
Boosted Decision Tree
#### Sample Tree Generated
## Quickstart
- [Step 01 - data cleansing and feature engineering](https://gallery.cortanaintelligence.com/Experiment/01-Retail-Churn-data-cleansing-and-feature-engineering)
- [Step 02 - Train and evaluate](https://gallery.cortanaintelligence.com/Experiment/02-Retail-Churn-train-and-evaluate-model)
- [Step 03 - dashboard](data_visualization/)
## Requirements
This project is tested with:
| Requisite |
|---------------------------------------------------|
| Account in [azure](https://studio.azureml.net/) |
| Windows 10 |
| PowerBI |
| VS code |
| Python 3.5 |
| Lib Numpy |
| Lib Pandas |
| Lib azureml-sdk |
## Snapshots
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