Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/anirudh1905/telecom-churn-prediction
The architecture is designed to handle large volumes of data, ensure low latency, and facilitate both ETL (Extract, Transform, Load) and ML (Machine Learning) pipelines.
https://github.com/anirudh1905/telecom-churn-prediction
airflow aws eks github-actions kafka kubernetes lambda postgresql redis sagemaker sqs terraform
Last synced: about 12 hours ago
JSON representation
The architecture is designed to handle large volumes of data, ensure low latency, and facilitate both ETL (Extract, Transform, Load) and ML (Machine Learning) pipelines.
- Host: GitHub
- URL: https://github.com/anirudh1905/telecom-churn-prediction
- Owner: Anirudh1905
- Created: 2024-08-20T09:11:43.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2024-09-04T17:57:36.000Z (23 days ago)
- Last Synced: 2024-09-27T13:21:26.226Z (about 12 hours ago)
- Topics: airflow, aws, eks, github-actions, kafka, kubernetes, lambda, postgresql, redis, sagemaker, sqs, terraform
- Language: Python
- Homepage:
- Size: 3.71 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Telecom-Churn-Prediction
The architecture is designed to handle large volumes of data, ensure low latency, and facilitate both ETL (Extract, Transform, Load) and ML (Machine Learning) pipelines.
To know more details reagrding the project, kindly refer to this Medium [blog](https://medium.com/@anirudhsridhar1905/data-pipeline-etl-11490accfae3).
## Low Level Design
![LLD](Designs/LLD.png)
## High Level Design
![HLD](Designs/HLD.png)