ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
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Updated
Dec 16, 2024 - Python
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
An MLOps Project for the ZenML Month of MLOps Competition
Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, data validation, drift analysis, CI/CD, Streamlit app, Docker, and GitHub Actions. Includes e-mail alerts, Discord/Slack integration, and SHAP interpretability. Streamline ML workflow and enhance sales performance.
A template for a starter project for ZenML
Kyligence Zen Metrics Language Toolkit
An example MLOps overview of ZenML pipelines from a Huggingface Model Repository to a deployed AWS Sagemaker Endpoint.
A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch
A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖
Machine Learning End Semester Project
This project uses the Brazilian E-Commerce Public Dataset by Olist to analyze customer behavior and sales trends. Utilizing ZenML, I implemented an MLOps workflow for data preprocessing, model training, and deployment, focusing on scalability and performance monitoring.
Kindly Check the Readme File
Production Level MLOps Project for Titanic Dataset
Building, experimenting, and deploying a machine learning-based solution for sentiment analysis on financial news articles
Using machine learning and natural language processing to predict the stock market prices
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