Deployment

Machine Learning Zoomcamp teaches machine learning engineering through a course and registration materials.

TensorFlow Model Optimization provides Keras and TensorFlow tools for model quantization and pruning.

This Ansible playbook automates a home media server stack running in Docker, with options including GPU acceleration and SSL.

This tutorial walks through training and deploying a machine learning REST API that predicts cryptocurrency prices in ten steps.

The Curve LlamaLend frontend connects users to Curve's deployed smart contracts.

Kili Technology provides annotation tools for building datasets to train, fine-tune, and evaluate AI models.

ADK-Rust provides modular Rust components for building AI agents, including models, tools, memory, and realtime voice.

NuExtract extracts structured JSON and Markdown from documents using multimodal language models.

The Wren AI Journal publishes guides on text-to-SQL, agentic analytics, and self-hosted deployment.

Deploy and manage Minecraft or Steam game servers from a distributed multi-user control panel.

Kubeflow makes deployment of ML Workflows on Kubernetes straightforward and automated.

This community-maintained list compares Android manufacturers’ bootloader unlocking status, organizing device information to help users evaluate ROM installation options.

TestMu AI provides a cloud testing platform with AI tools for software testing and agent assurance.

CodeFriends teaches Python, AI, web development, and automation through browser-based coding lessons and instant execution.

Vitara builds web and mobile software from chat prompts, with example projects for React and React Native applications.

KitOps packages and versions AI models, datasets, code, and configuration as OCI artifacts.

Opyrator turns machine learning code into microservices with a web API and interactive interface.

Deploy Algo, a self-hosted personal VPN server designed by Trail of Bits for ease of setup and secure connections.

MLOps framework to package, deploy, monitor and manage thousands of production machine learning models.

Model deployment for AI applications is supported by nndeploy, a framework described as easy to use and high performance.

Synexa AI deploys AI models through an API, with examples for image generation, video generation and image restoration.

AppDeploy turns app-building prompts in ChatGPT or Claude into a deployed application with a live URL.

NASA's GPM mission uses an international satellite network to observe rain and snow around the world.

Roboflow provides tools to build and deploy computer vision models, from annotation to model deployment.