Beginner friendly: Challenging

Starting with AI DevOps Automation and Infrastructure Optimizer would be very difficult for the average beginner. This side hustle requires a deep understanding of artificial intelligence, DevOps, and infrastructure optimization, which are complex and technical fields. Without prior experience or skills in these areas, it would be challenging for a novice to grasp the concepts and implement effective solutions. Online resources might provide some guidance, but the learning curve is steep. The setup costs range from $500 to $1000, and it could take at least 6 months to 1 year to see a profit. I'd rate it a 1 because the specialized knowledge and expertise needed make it inaccessible for most people without serious help or experience.