Ploomber is an open-source, enterprise-grade platform that simplifies the development, deployment, and management of data applications. It serves as a powerful alternative to AWS SageMaker, enabling seamless integration of machine learning workflows directly into your data pipelines.
It offers features such as:
- Enterprise Authentication: Secure your apps with built-in authentication, supporting Microsoft Entra ID and Google OAuth.
- Custom Domains: Serve applications from your own domain or subdomain.
- Automated CI/CD: Integrates with GitHub for continuous integration and deployment.
- Rollback & Versioning: Easily revert to previous versions in case of issues.
- Auto-Scaling: Automatically scale resources based on traffic demands.
- IP Whitelisting: Restrict access to trusted IP addresses.
- VPC Deployment: Deploy applications within an isolated network environment.
Ploomber supports frameworks like Streamlit, Dash, Shiny, and more, making it suitable for data scientists, machine learning engineers, and IT professionals looking for secure and scalable deployment solutions.
