Learn how to set up the Stable Diffusion WebUI Docker, which includes enabling WSL2 and installing Docker Desktop.
ai/ml
Conversational AI Made Easy: Developing a Chatbot Demo from Scratch Using Rasa and Docker
We walk through building and deploying a conversational AI chatbot using Rasa and Docker, highlighting the importance of containerization for scalability, consistency, and simplified management of machine learning models.
Full-Stack Reproducibility for AI/ML with Docker and Kaskada
Learn how Docker and Kaskada improve and accelerate the machine learning development cycle.
Effortlessly Build Machine Learning Apps with Hugging Face’s Docker Spaces
Learn about the Hugging Face Hub and how to use its Docker Spaces to build machine learning apps effortlessly.
Docker and Hugging Face Partner to Democratize AI
We’re excited to announce that Hugging Face and Docker are partnering to democratize AI and make it more accessible to software engineers!
How to Develop and Deploy a Customer Churn Prediction Model Using Python, Streamlit, and Docker
Customer churn is a million-dollar problem for businesses today. The SaaS market is becoming increasingly saturated, and customers can choose from plenty of providers. Retention and nurturing are challenging. Online businesses view customers as churn when they stop...
Build and Deploy a Retail Store Items Detection System Using No-Code AI Vision at the Edge
In this tutorial, you’ll learn how to build a retail store items detection system using Docker and Node-RED, a low-code programming language for event-driven applications.
How to Train and Deploy a Linear Regression Model Using PyTorch
Get an introduction to PyTorch, then learn how to use it for a simple problem like linear regression — and a simple way to containerize your application.
How to Deploy GPU-Accelerated Applications on Amazon ECS with Docker Compose
Many applications can take advantage of GPU acceleration, in particular resource-intensive Machine Learning (ML) applications. The development time of such applications may vary based on the hardware of the machine we use for development. Containerization will...