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

Training a neural network on the MNIST dataset using ZenML and PyTorch ignite

Kindly Check the Readme File

An MLOps Project for the ZenML Month of MLOps Competition

a project for learning more about the zenml stack

MLOps use case based on the Titanic Kaggle competition

Kyligence Zen Metrics Language Toolkit

Stocks Forecasting for MAANG | MLOps using ZenML | Streamlit UI

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.🤖

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

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 Operations

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.

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

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

Charmed operator for ZenML Server