Maternal Health Risk prediction MLOps pipeline
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Updated
Dec 6, 2022 - Python
Maternal Health Risk prediction MLOps pipeline
Final Project of the MLOps Zoomcamp hosted by DataTalksClub.
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.
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.
Learn how to handle model drift and perform test-based model monitoring
Development, deployment and monitoring of machine learning models following the best MLOps practices
Comparison between several Python data profile libraries.
Evidently AI in tracking, analyzing, and visualizing machine learning model performance and data drift ensure their reliability over time.
Build End to End ML pipeline for USVisa prediction, deploy web App to AWS Ec2 instance using Docker, CI/CD with github actions
DataTalks Club - Machine Learning Operations Zoomcamp (Cohort 2024)
🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia
White and Red Wine classification using logistic regression
This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.
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