zenml

There are 0 repository under zenml topic.

zenml
zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
agentops agents ai automl data-science deep-learning devops-tools genai llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml
Language:Python 4997
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
aws-sagemaker azure-ml dagshub dvc git kubeflow mlflow zenml automl pycaret bentoml docker fastapi mlops gradio shape streamlit django
347
MarinaWyss / are-you-a-cat
An MLOps Project for the ZenML Month of MLOps Competition
deep-learning machine-learning mlops zenml
Language:HTML 42
benitomartin / llm-observability-opik
LLM Evaluation and Observability System for Football Content
bertscore comet-ml cosine-similarity evaluation-metrics hallucination huggingface-transformers mongodb openai pre-commit python zenml
Language:Python 26
VishalKumar-S / Sales_Conversion_Optimization_MLOps_Project
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.
continuous-integration data-drift data-science data-validation docker email-alerts github-actions h2o-automl interpretability machine-learning mlops model-evaluation neptune-ai predictive-modeling python shap streamlit zenml evidently-ai sales-optimization
Language:HTML 20
zenml-io / template-starter
A template for a starter project for ZenML
cookiecutter copier-template data-science machine-learning mlops zenml
Language:Python 17
Kyligence / zen-ml-toolkit
Kyligence Zen Metrics Language Toolkit
excel metrics metrics-store sql tableau kyligence-zen zenml
Language:Java 9
Pythondeveloper6 / Customer-Satisfaction-MLOPS
An end-to-end MLOps project covering everything from data ingestion to deployment using tools like ZenML, MLflow, streamlite and various MLOps libraries
mlflow zenml mlops
Language:Python 7
zenml-io / zenml-huggingface-sagemaker
An example MLOps overview of ZenML pipelines from a Huggingface Model Repository to a deployed AWS Sagemaker Endpoint.
huggingface machine-learning mlops sagemaker zenml
Language:Python 5
marwan37 / research-radar
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.
fine-tuning llmops mlops mlops-workflow modernbert zenml
Language:Python 4
aliabbasjaffri / mnist-zenml-bentoml-pipeline
A pipeline built on ZenML for training digit MNIST dataset using Pytorch, experiment tracking using MLFlow and model deployment using BentoML
bentoml mlflow mnist pipeline pytorch zenml
Language:Python 2
izam-mohammed / Customer-Satisfaction-MLOps
A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖
machine-learning ml mlops mlops-project zenml
Language:Python 2
loukmane-lok / iot-traffic-mlops
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.
continuous-deployment iot machine-learning mlflow mlops xgboost zenml
Language:Python 2
NevroHelios / Used-Car-Price-Prediction-endToEnd
machine-learning pipelines scikit-learn zenml
Language:Jupyter Notebook 2
Adesoji1 / MlOpsPrediction-System
Kindly Check the Readme File
docker dockerfile jupyter-notebook mlflow python zenml gcloud pipfile
Language:Jupyter Notebook 1
Aly-EL-Badry / DisasterPrediction
An End to End Machine learning Project that aim to predict the weather based on some data required
catboost data-science deployment docker dvc end-to-end-machine-learning fastapi machine-learning mlflow mlops zenml zenml-pipelines
Language:Jupyter Notebook 1
Asifdotexe / customer-satisfaction
design-patterns machine-learning mlops python streamlit zenml pipeline
Language:Python 1
ayush9h / Flight-Delay-Prediction-System
Machine Learning End Semester Project
numpy pandas-dataframe random-forest-classifier scikitlearn-machine-learning kaggle python zenml
Language:Jupyter Notebook 1
debamitr1012 / Predicting-Customer-Satisfaction
classification jupyter machine-learning mlflow python random-forest regression xgboost zenml
Language:Python 1
ForYourEyesOnlyyy / Sentiment_Analysis_for_Financial_News
Building, experimenting, and deploying a machine learning-based solution for sentiment analysis on financial news articles
bert-model docker financial-analysis fintech mlflow-tracking mlops-workflow sentiment-analysis zenml nlp
Language:Jupyter Notebook 1
JBris / zenml-testing
Testing ZenML
machine-learning mlops mlops-environment mlops-project mlops-workflow zenml zenml-pipelines
Language:Python 1
krishnaura45 / customer-score-pipeline
📦Customer Satisfaction Forecasting 🔍Order Analytics 🧠ML Pipeline ⚙️ZenML & MLflow 🌐Streamlit
deployment e-commerce experiment-tracking mlflow mlops model-registry python zenml
1
krishnaura45 / price-prophet
🏠House Price Prediction💰 | Multi-Pipelines and Models | 🌀 ZenML, MLflow | 🧪Streamlit
eda end-to-end house-price-prediction mlflow zenml cicd error-handling experiment-tracking major-project ml-workflow model-deployment orchestrator readable validation-testing core-ml scikit-learn
Language:Jupyter Notebook 1
mohmedanas2002 / prices-predictor-system
prices predictor system Useing ZenML, a MLOPs framework
data-analysis data-science data-visualization machine-learning matplotlib mlops pandas python seaborn sickit-learn zenml
1
Ntchinda-Giscard / recomProject
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 recommender model. Key components and configurations are managed using various tools and frameworks.
bentoml evidently machine-learning mlflow mlops python recommender-system zenml
Language:Jupyter Notebook 1
PinsaraPerera / Customer_satisfaction_model_deployment
Machine Learning Operation pipelines for train and monitoring Customer satisfaction model. Created using ZenML framework.
data-pipelines docker mlops zenml automate-pipelines
Language:Python 1
RanaSanga85 / Beginner-MLOps-Project-Brazilian-E-Commerce
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.
mlops python zenml
Language:Python 1
ravin-d-27 / MLOps_Project
Production Level MLOps Project for Titanic Dataset
docker machine-learning mlflow mlflow-tracking mlops scikit zenml
Language:Python 1
zamb0 / zenml-mlflow
A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch
mlflow mlops mlops-project pytorch zenml
Language:Python 1
zenml-io / terraform-aws-zenml-stack
A Terraform module for provisioning and registering a cloud ZenML stack in AWS.
aws terraform-module zenml
Language:HCL 1
9keystrokes / House-Price-Prediction
This project is a complete, production-ready machine learning pipeline for house price prediction. It focuses on applying best practices in MLOps, using clean, modular code architecture, and implementing software engineering concepts like design patterns
black docker house-price-prediction matplotlib mlflow mlops numpy pandas pre-commit python scikit-learn seaborn statsmodels streamlit zenml
Language:Jupyter Notebook
bilaltariq360 / fake-news-detection-mlops
mlflow mlops python zenml
Language:Python
mcfe91 / rag-poc
A complete Agentic RAG infrastructure using ZenML pipelines including ETL, Dataset generation, Embedding, Inference and Evaluation
gradio huggingface langchain mongodb openai opik rag smolagents zenml
Language:Python
scheidti / zenml-alt-text
A machine learning pipeline built with ZenML for fine-tuning LLMs (default Gemma 3n) to generating alternative texts for images.
fine-tuning llm lora mlops unsloth zenml
Language:Python
sivakiran7 / Machinelearning-Ops
Deploying a machine learning model by using zenml and ml flow
mlflow mlops zenml zenml-pipelines
Language:Python
THAMIZH-ARASU / Solar-Panel-Efficiency-Prediction
A robust, modular, and production-ready platform for solar power system data analysis, machine learning, and prediction. Built with ZenML, Streamlit, MLflow, and a rich Python data science stack, this project enables end-to-end workflows from data ingestion and EDA to model training, deployment, inference and experiment tracking
best-practices design-patterns eda experiment-tracking mlflow mlops modular pipelines production-ready solar-panel-efficiency zenml model-orchestration
Language:Jupyter Notebook

zenml

zenml-io / zenml

Pythondeveloper6 / Awesome-MLOPS

MarinaWyss / are-you-a-cat

benitomartin / llm-observability-opik

VishalKumar-S / Sales_Conversion_Optimization_MLOps_Project

zenml-io / template-starter

Kyligence / zen-ml-toolkit

Pythondeveloper6 / Customer-Satisfaction-MLOPS

zenml-io / zenml-huggingface-sagemaker

marwan37 / research-radar

aliabbasjaffri / mnist-zenml-bentoml-pipeline

izam-mohammed / Customer-Satisfaction-MLOps

loukmane-lok / iot-traffic-mlops

NevroHelios / Used-Car-Price-Prediction-endToEnd

Adesoji1 / MlOpsPrediction-System

Aly-EL-Badry / DisasterPrediction

Asifdotexe / customer-satisfaction

ayush9h / Flight-Delay-Prediction-System

debamitr1012 / Predicting-Customer-Satisfaction

ForYourEyesOnlyyy / Sentiment_Analysis_for_Financial_News

JBris / zenml-testing

krishnaura45 / customer-score-pipeline

krishnaura45 / price-prophet

mohmedanas2002 / prices-predictor-system

Ntchinda-Giscard / recomProject

PinsaraPerera / Customer_satisfaction_model_deployment

RanaSanga85 / Beginner-MLOps-Project-Brazilian-E-Commerce

ravin-d-27 / MLOps_Project

zamb0 / zenml-mlflow

zenml-io / terraform-aws-zenml-stack

9keystrokes / House-Price-Prediction

bilaltariq360 / fake-news-detection-mlops

mcfe91 / rag-poc

scheidti / zenml-alt-text

sivakiran7 / Machinelearning-Ops

THAMIZH-ARASU / Solar-Panel-Efficiency-Prediction