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Ubuntu vs cnvrg.io: What are the differences?
Developers describe Ubuntu as "The leading OS for PC, tablet, phone and cloud". Ubuntu is an ancient African word meaning ‘humanity to others’. It also means ‘I am what I am because of who we all are’. The Ubuntu operating system brings the spirit of Ubuntu to the world of computers. On the other hand, cnvrg.io is detailed as "An end-to-end machine learning platform to build and deploy AI models at scale". It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud.
Ubuntu can be classified as a tool in the "Operating Systems" category, while cnvrg.io is grouped under "Machine Learning Tools".
Ubuntu is much more faster over Windows and helps to get software and other utilities easier and within a short span of time compared to Windows.
Ubuntu helps to get robustness and resiliency over Windows. Ubuntu runs faster than Windows on every computer that I have ever tested. LibreOffice (Ubuntu's default office suite) runs much faster than Microsoft Office on every computer that I have ever tested.
Global familiarity, free, widely used, and as a debian distro feels more comfortable when rapidly switching between local macOS and remote command lines.
CentOS does boast quite a few security/stability improvements, however as a RHEL-based distro, differs quite significantly in the command line and suffers from slightly less frequent package updates. (Could be a good or bad thing depending on your use-case and if it is public facing)
At the moment of the decision, my desktop was the primary place I did work. Due to this, I can't have it blow up on me while I work. While Arch is interesting and powerful, Ubuntu offers (at least for me) a lot more stability and lets me focus on other things than maintaining my own OS installation.
Pros of cnvrg.io
Pros of Ubuntu
- Free to use230
- Easy setup for testing discord bot96
- Gateway Linux Distro57
- Simple interface54
- Don't need driver installation in most cases9
- Many active communities6
- Open Source6
- Software Availability3
- Easy to custom3
- Many flavors/distros based on ubuntu2
- Lightweight container base OS1
- Great OotB Linux Shell Experience1
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Cons of cnvrg.io
Cons of Ubuntu
- Demanding system requirements5
- Adds overhead and unnecessary complexity over Debian4
- Snapd installed by default2
- Systemd1
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What is cnvrg.io?
What is Ubuntu?
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