ubuntu
Advantages: popular forums provide excellent resources and technical support, fixed version update cycle and technical support, can be upgraded directly from Debian Woody
Advantages: not yet a mature business model
red hat
CentOS
CentOS is the most popular Linux system, but it is the most popular one in the world.
Weaknesses: no mature business model yet
red hat
Benefits: huge number of users, great community support, lots of innovations
Weaknesses: free version (Fedora Core) version lifecycle is too short, poor multimedia support
debain
Strengths: follows GNU specification, 100% free, excellent web and community resources, powerful apt-get
Weaknesses: relatively not easy to install, extremely outdated software in the stable branch
centos
Strengths: very rigorously tested; extremely stable and reliable; free to download and use; five-year long free security updates.
Weaknesses: Lack of the latest Linux technology; the project occasionally fails to deliver on its promise to provide regular security updates and stable releases.
fedora
Strengths: highly innovative; excellent security features; large number of support packages; strict adherence to the free software philosophy; LIVE CD as a carrier, suitable for most mainstream desktop environments.
Weaknesses: Fedora's focus tends to favor enterprise features over desktop utilities; some cutting-edge solutions, such as the premature adoption of KDE 4 and GNOME 3, occasionally overwhelm some desktop users.
suse
Pros: professional, easy-to-use package management system for YaST
Weaknesses: FTP releases are usually 1-3 months behind retail releases
Ubuntu is the best place for newcomers to the world of linux, and is the windows of linux. If you don't know anything about linux, you'd better go with ubuntu. After all, it's easy to give up when you're just starting out with a difficult system
But personally, I'm more optimistic about centos and redhat
There's no reason to be afraid of ubuntu.