Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.
☆102Mar 24, 2025Updated last year
Alternatives and similar repositories for mlops-projects
Users that are interested in mlops-projects are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An end-to-end machine learning (mlops) project☆50Aug 5, 2022Updated 3 years ago
- Production ML rental prediction system.☆51Feb 28, 2024Updated 2 years ago
- In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy cust…☆14Feb 13, 2024Updated 2 years ago
- This project is an open-source educational resource for learning PostgreSQL and database management. It simulates a DVD rental business w…☆23Jun 30, 2023Updated 2 years ago
- An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastA…☆28Jul 5, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, be…☆15Feb 1, 2023Updated 3 years ago
- A data pipeline with Kafka, Spark Streaming, dbt, Docker, Airflow, and GCP!☆12Jul 6, 2023Updated 2 years ago
- This project contain build end-to-end e-commerce data from data source into data warehouse and visualization.☆13Sep 5, 2024Updated last year
- This project demonstrates a production-grade MLOps pipeline that deploys a YOLOv11-based face detection service on Google Kubernetes Engi…☆38Jun 9, 2025Updated 9 months ago
- A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure…☆20Apr 20, 2022Updated 3 years ago
- ☆16Jul 15, 2023Updated 2 years ago
- ☆29Jan 12, 2023Updated 3 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Sep 7, 2022Updated 3 years ago
- The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle…☆69Nov 30, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 3D Reconstruction of Endoscopy Images with NeRF☆12Mar 21, 2024Updated 2 years ago
- Video classification on UCF50 dataset☆11Sep 25, 2020Updated 5 years ago
- A twitter bot that tweets daily covid stats for Hull and East Yorkshire from UK government data☆11Jan 18, 2021Updated 5 years ago
- This repo contains the four stages of app development related to the `How's My Eating?` app☆17Feb 20, 2025Updated last year
- The objective of the project is to obtain the prediction of delivery date and freight cost based on the historic trend and attributes.The…☆10Aug 1, 2019Updated 6 years ago
- A plugin for [Jenkins X](https://jenkins-x.io) to assist in converting from the legacy `Jenkinsfile`-based pipelines to the modern `jenki…☆15Jan 15, 2020Updated 6 years ago
- Repository for Data Engineering Interview Series☆37Oct 17, 2024Updated last year
- ☆53Oct 6, 2014Updated 11 years ago
- Humanitec Reference Architecture Backstage☆12Dec 2, 2025Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Learning git rebase with a poem☆21Dec 12, 2018Updated 7 years ago
- Demo app with instrumentation☆20Feb 4, 2026Updated last month
- Java SDK for IBM Cloud Platform Services☆13Feb 27, 2026Updated 3 weeks ago
- @DeepLearning.AI Practical Data Science Specialization brings together these disciplines using purpose-built ML tools in the AWS cloud. I…☆24Oct 30, 2022Updated 3 years ago
- Custom Neuron Decision-Making and Visual Workflow Orchestration Quantitative☆18Apr 10, 2025Updated 11 months ago
- Forget paying to learn. The best place to learn Science, Tech, Engineering and Math in depth, for free. First release.☆58Mar 11, 2026Updated 2 weeks ago
- RAG-based Web Scraping☆14Jul 22, 2024Updated last year
- Data Science Case Studies☆18Jan 31, 2021Updated 5 years ago
- Final Project for Data Engineering Zoomcamp Course 2024 🧙🔥☆11Apr 17, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Data Structures in Python☆10Mar 16, 2026Updated last week
- Wiring diagrams, pinouts, and more☆11May 15, 2020Updated 5 years ago
- ☆16Apr 3, 2020Updated 5 years ago
- MLOps for deploying a Credit Risk model☆35Jun 21, 2023Updated 2 years ago
- ☆10May 24, 2021Updated 4 years ago
- An example project to demonstrate design concepts☆16Oct 11, 2019Updated 6 years ago
- A simple mock API server using expressjs that is hosted on firebase.☆10Jun 29, 2022Updated 3 years ago