ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

All the available resources to master MLOPS from scratch

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.

An end-to-end MLOps project covering everything from data ingestion to deployment using tools like ZenML, MLflow, streamlite and various MLOps libraries

A pipeline built on ZenML for training digit MNIST dataset using Pytorch, experiment tracking using MLFlow and model deployment using BentoML

My practices in mlops tools 🥵. Feel free to explore the various scripts and files ⚙️. I am just diving into the world of production-ready Machine Learning with streamlined workflows. 🤖

Machine Learning End Semester Project

Kindly Check the Readme File

Production Level MLOps Project for Titanic Dataset

A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖

Using machine learning and natural language processing to predict the stock market prices

a project for learning more about the zenml stack

A MLOps project using zenml, mlflow

ZenML Evaluation