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In this paper we present ISLET; the Isolated, Scalable, & Lightweight Environment for Training. ISLET overcomes many of the distribution, scaling and security challenges of providing mass training to students requiring an interactive GNU/Linux command-line environment. This Docker-based solution is evaluated and lessons learned from real world experience with ISLET are discussed.