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Building a full cycle of Machine learning Prediction App for Air quality

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Data ingestion

Data ingestion

 
 

Hopsworks for feature store

Hopsworks for feature store

 
 

MLflowExperimental tracking

MLflowExperimental tracking

 
 

ML.py

ML.py

 
 

ML1.ipynb

ML1.ipynb

 
 

README.md

README.md

 
 

air_quality_data_sa_2023new (1).csv

air_quality_data_sa_2023new (1).csv

 
 

mlops (1).png

mlops (1).png

 
 

new_air_quality_data (1).csv

new_air_quality_data (1).csv

 
 

requirements.txt

requirements.txt

 
 

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Building a full cycle of Machine learning Prediction App for Air quality

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aws airflow ec2 grafana onnx prefect mlflow github-actions flaskapi hopsworks evidentlyai

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