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...
ai/ml
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...
Top Developer Trends for 2021
The year 2020 will go down in the history books for so many reasons. For Docker, despite the challenges of our November 2019 restructuring, we were fortunate to see 70% growth in activity from our 11.3 million monthly active users sharing 7.9 million apps pulled 13.6...
Depend on Docker for Kubeflow
In this blog, Docker Captain Alex Iankoulski shows you how to use Docker Desktop for Mac or Windows to run Kubeflow natively.