zenml

#大语言模型#ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.

All the available resources to master MLOPS from scratch

#计算机科学#An MLOps Project for the ZenML Month of MLOps Competition

LLM Evaluation and Observability System for Football Content

#计算机科学#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, a...

#计算机科学#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

#计算机科学#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 dep...

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

#计算机科学#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 deploy...

#计算机科学#

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

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. 🤖

#计算机科学#Production Level MLOps Project for Titanic Dataset

#自然语言处理#Building, experimenting, and deploying a machine learning-based solution for sentiment analysis on financial news articles

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 trainin...

#计算机科学#This repository contains a machine learning project focused on building a recommender system. The project is structured to facilitate the development, training, evaluation, and deployment of the recom...