That's correct. Docker is a cloud-native orchestration service, and this does expect some baseline knowledge of both Linux and containers.
For beginners, I would recommend a Native install of Qiime2 or run Qiime2 online using Galaxy, no install needed!
The brand new QIIME 2 Cancer Microbiome Intervention Tutorial is also beginner friendly.