Abstract: The present disclosure relates to methods and systems for accelerating the development and distribution of data science workloads, including a consistent, portable and pre-configured data science workspace for development of data science applications allowing for the creation of a standardized, modular and reusable library of data science code product that can be maintained, extended and reused in a clear and repeatable manner. The code may be submitted to a build and deployment process that ensures consistency across multiple environments in terms of the application code and the operating system environment. Runtime execution may be managed through the authoring of definitions which detail aspects of how the workload should operate within a certain environment.

Abstract: The present disclosure relates to methods and systems for accelerating the development and distribution of data science workloads, including a consistent, portable and pre-configured data science workspace for development of data science applications allowing for the creation of a standardized, modular and reusable library of data science code product that can be maintained, extended and reused in a clear and repeatable manner. The code may be submitted to a build and deployment process that ensures consistency across multiple environments in terms of the application code and the operating system environment. Runtime execution may be managed through the authoring of definitions which detail aspects of how the workload should operate within a certain environment.

Abstract: A Facebook™ application comprises logging on to Facebook™; looking in the Newsfeed for the “7 Days Out Application”; and clicking on the application for full listing of friends' plans, as well as events (sponsored by advertisers) over the next seven days. The application also comprises logging on to Facebook™; navigating to the “Home” page; clicking on the tab or icon for “7 Days Out—Share Your Plans for Next 7 Days With Friends”; uploading a statement of plans for each particular day that the user wants to let friends know plans; and saving the inputted information.

Abstract: A Facebook™ application comprises logging on to Facebook™; looking in the Newsfeed for the “7 Days Out Application”; and clicking on the application for full listing of friends' plans, as well as events (sponsored by advertisers) over the next seven days. The application also comprises logging on to Facebook™; navigating to the “Home” page; clicking on the tab or icon for “7 Days Out—Share Your Plans for Next 7 Days With Friends”; uploading a statement of plans for each particular day that the user wants to let friends know plans; and saving the inputted information.