Yes, from start to finish in well under a year in some locations depending on whether or not they can set up a nice pipeline and start producing as soon as one of the turbines is completed. The time consuming parts: permitting, infrastructural changes to the grid, environmental assessments + possible delays, foundation work. Once the foundation is in the ground I've seen operational turbines six weeks later.
For a whole windpark from start to finish the times vary from two to eight years, with off-shore the longer part of that. There is a new option called a floating windfarm, which is self evident from the name, that cuts deployment time to an absolute minimum but has some long term risks and maintenance pros and cons. Still, it is a very interesting development.