1. A method comprising: obtaining, via one or more processing elements associated with a computing system, a work package defining a data analytic plan for analyzing a given data set associated with a given data problem, the work package being generated based on an automated data analytics lifecycle, wherein the work package is associated with a priority level corresponding to a requester, and wherein the computing system is configured to dynamically change a set of parameters associated with the work package; analyzing, via the one or more processing elements, the data analytic plan and the given data set; mapping, via the one or more processing elements, one or more algorithms and one or more data set characteristics associated with the given data set onto one or more tiers of the computing system to generate one or more computing resource configuration options for implementing the data analytic plan; computing, via the one or more processing elements, based on at least a portion of results of the analysis and the mapping, at least one of a cost parameter and a time parameter for each of the one or more computing resource configuration options, wherein the cost parameter comprises a computing power metric and the time parameter comprises a computing time metric; restricting one or more operations of the one or more computing resource configuration options based on at least one security policy and at least one privacy policy, wherein the at least one security policy and the at least one privacy policy each specify one or more data access rules; presenting, via the one or more processing elements, at least one of the cost parameter and the time parameter for each of the one or more computing resource configuration options; selecting, via the one or more processing elements, one of the one or more computing resource configuration options based on at least one of the cost parameter and the time parameter, and the priority level of the work package; and provisioning, via the one or more processing elements, a computing resource infrastructure based on the selected computing resource configuration option.