Cloudtrio Pycaret Debian12 04LTS
by Cloudtrio Solutions
Preconfigured Debian 12 (Bookworm) VM with PyCaret and Python for automated machine learning, data science, and AI workflows.
Headline: Deploy Production-Ready PyCaret AutoML Environment on Debian 12 (Bookworm)
Summary: Accelerate machine learning and data science workflows with a production-ready PyCaret environment on Debian 12 (Bookworm). This secure, preconfigured Azure VM enables rapid model development, comparison, and deployment using Python-based automated machine learning (AutoML).
Why use this Image?
- Instant AutoML Setup: PyCaret comes pre-installed with required Python dependencies, enabling fast experimentation, model training, and evaluation immediately after deployment.
- Optimized for Stability: Built on Debian 12 (Bookworm), providing long-term stability, strong security updates, and reliable performance for data science workloads.
- Cloud-Optimized: Clean and lightweight Debian base image optimized for Microsoft Azure virtual machines, suitable for scalable AI and analytics workloads.
- Ideal For: Data scientists, machine learning engineers, AI researchers, analysts, students, and teams working on classification, regression, clustering, anomaly detection, and time-series projects.
Get Started: Click “Get it now” to deploy the PyCaret environment instantly on Azure.
How to Verify Your Installation:
sudo su: Switch to superuser.lsb_release -a: Verify Debian 12 (Bookworm).python3 --version: Verify Python installation.pip3 show pycaret: Verify PyCaret installation and version.python3 -c "import pycaret; print(pycaret.__version__)": Confirm PyCaret version.
About CloudTrio Solutions
CloudTrio Solutions specializes in delivering secure, high-performance, and production-ready cloud images for Microsoft Azure.
Each image is thoroughly tested, optimized, and validated to ensure reliability, security, and ease of use.
Our mission is simple:
Deliver enterprise-grade cloud solutions that reduce setup time, improve performance, and simplify operations.
24/7 Expert Support
All CloudTrio images include professional support from certified cloud engineers.
- Email: support@cloudtriosolutions.com
- Phone: Available 24/7 for paid support subscribers
- Assistance with PyCaret usage, Python environments, ML workflows, Azure VM optimization, and deployment best practices.
Useful Links
Managed Azure Services
CloudTrio Solutions – Official Website
Disclaimer: CloudTrio Solutions does not provide commercial licenses for PyCaret, Python, or any included open-source software.
PyCaret and all related components are distributed under their respective open-source licenses.
Default Ports: None exposed by default
Allowed Ports: 22 (SSH), 80 (TCP), 443 (TCP), 8888 (TCP)
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