ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

All the available resources to master MLOPS from scratch

An MLOps Project for the ZenML Month of MLOps Competition

LLM Evaluation and Observability System for Football Content

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

An example MLOps overview of ZenML pipelines from a Huggingface Model Repository to a deployed AWS Sagemaker Endpoint.

End-to-end pipeline that identifies specialized research papers through automated classification, demonstrated with an LLMOps use case that includes data ingestion, model training, evaluation, and deployment.

Unified Data Pipeline Framework (ZenML + NeMo Curator + DataJuicer +100 Processors) for multi-domain processing

Production-ready ML pipeline template with modular architecture, MLflow tracking, and industry best practices. Educational resource for building scalable machine learning systems.

A Machine Learning System that work on prediciton of flight Delay to take action Based on it

Dog Breed Detection & Adoption Platform

An End to End Machine learning Project that aim to predict the weather based on some data required

A full MLOps workflow for predicting traffic volume using an XGBoost regression model. Built with ZenML, the pipeline includes steps for data ingestion, preprocessing, training, evaluation, and deployment using MLflow.

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

📦Customer Satisfaction Forecasting 🔍Order Analytics 🧠ML Pipeline ⚙️ZenML & MLflow 🌐Streamlit

🏠House Price Prediction💰 | Multi-Pipelines and Models | 🌀 ZenML, MLflow | 🧪Streamlit