Is growing mushrooms difficult for a complete beginner?

It is very doable if you start simple and keep things clean. The most common early problems are contamination from rushed sterile work and dried-out pins from low humidity. Begin with oyster mushrooms, follow one method closely, and expect a failed batch or two while you learn. Growers who track temperature, humidity, and cleanliness improve quickly.