Abstract: Described herein are systems and methods for generating a computing network from natural language descriptions of the computing network are provided. In one or more examples, the systems and methods described below can be used harvest publically available (or even privately available) natural language descriptions of a computing network, and convert those descriptions into an operational replica of the described computing network. By harvesting both publically available data, as well as other resources, the systems and methods described herein can allow for an analyst tasked with analyzing a given computing network to generate a fully operational replica of the computing network without having to have direct access to the network. In one or more examples, the analyst can recreate a fully-functional replica of the network to be analyzed based on partial descriptions of the computing network, thereby greatly improving the level of analysis capable of being performed.

Abstract: Methods and systems are disclosed for tailoring related episode content within an episode, thereby improving a user's experience. In response to receiving a request for an episode, several factors may be considered when determining how much of the related episode content to provide. These factors may include information such as whether the user has already viewed a previous episode, the elapsed time since viewing the previous episode and a user preference. Related episode content may be modified to remove portions previously viewed by a user, depending on factors such as the elapsed time and a user preference.

Abstract: An apparatus for teaching optimal swing mechanics of a sport swing including a handle having an end portion; a tapered section coupled to the handle and defining a cavity; a connection member coupled to the handle and extending through the cavity, and an impact member coupled to an end of the connection member. The disclosure further provides an apparatus for teaching the optimal swing mechanics of a baseball or softball swing.