An open-source ML pipeline development platform
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Updated
Apr 15, 2024 - Python
An open-source ML pipeline development platform
Репозиторий направления Production ML, весна 2021
2 Lines of code to track ML experiments + EDA + check into Github
Opt-Out tool to check Copyright reservations in a way that even machines can understand.
Optimizing an ML Pipeline in Azure - A Machine Learning Engineer Project
This project is part of the Udacity Azure ML Nanodegree. In this project, we use Azure to configure a cloud-based machine learning production model, deploy it, and consume it. We also create, publish, and consume a pipeline.
Disaster response project containing web app, ETL, ML pipelines
From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.
A library to accelerate ML and ETL pipeline by connecting all data sources
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀
Our goal with this ML pipeline template is to create a user friendly utility to drastically speed up the development and implementation of a machine learning model for all sorts of various problems.
Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production
How to use managed services for Machine Learning using Microsoft Azure
Course 2 project of the Udacity ML DevOps Nanodegree Program
This project demonstrates the implementation of a ML pipeline and CI/CD using data on heart strokes. The pipeline includes data preprocessing, model training and evaluation, and deployment. The project leverages GitHub for version control and integration with GitHub actions for efficient and automated model updates.
This project aims building a Natural Language Processing (NLP) model to categorize messages for possible disaster events that could happen in future. It is created as a part of Udacity Data Scientist Nanodegree Program.
And end-to-end Machine Learning pipeline with PySpark-ML for the famous Telco Customer Churn dataset
POC of a ML pipeline created with UiPath AI Center. Classification of Movie Reviews from IMDB dataset
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