Maternal Health Risk prediction MLOps pipeline
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Updated
Dec 6, 2022 - Python
Maternal Health Risk prediction MLOps pipeline
Online Prediction Machine Learning System designed, deployed and maintained with MLOps Practices. Goal of the project is to predict individuals income based on census data.
Final Project of the MLOps Zoomcamp hosted by DataTalksClub.
MLOps Zoomcamp hosted by DataTalksClub.
This an attempt to predict fraud transactions from a huge collection of records of bank transaction over a period of time.
Development, deployment and monitoring of machine learning models following the best MLOps practices
Build End to End ML pipeline for USVisa prediction, deploy web App to AWS Ec2 instance using Docker, CI/CD with github actions
Learn how to handle model drift and perform test-based model monitoring
Comparison between several Python data profile libraries.
White and Red Wine classification using logistic regression
Monitoring machine learning models in production using Evidently.
mlops zoomcamp 2023 solutions
Demonstração de análise via dashboard interativo feito com a lib Evidently.
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