Configurable deployment of data science environments

A non-transitory computer-readable medium, wherein the non-transitory computer-readable medium is provisioned with program instructions that, when executed by at least one processor, cause a computing platform to:

• cause a client device associated with a user to display an interface for deploying a new data science environment, wherein the interface presents the user with (i) a list of data science applications and (ii) a set of user-defined configuration parameters corresponding to at least one data science application in the list;
• receive, from the client device, data indicating (i) a user selection of a given data science application from the list and (ii) a user selection of one or more user-defined configuration parameters from the set of user-defined configuration parameters;
• based at least on the received data indicating the user selection of the given data science application, determine a deployment template for use in deploying the new data science environment, wherein the deployment template comprises data specifying (i) an executable environment package and (ii) a set of predefined configuration parameters for use in deploying the new data science environment;
• and
• use the executable environment package, the set of predefined configuration parameters, and the one or more user-defined configuration parameters to deploy the new data science environment.

A method carried out by a computing platform, the method comprising:

• causing a client device associated with a user to display an interface for deploying a new data science environment, wherein the interface presents the user with (i) a list of data science applications and (ii) a set of user-defined configuration parameters corresponding to at least one data science application in the list;
• receiving, from the client device, data indicating (i) a user selection of a given data science application from the list and (ii) a user selection of one or more user-defined configuration parameters from the set of user-defined configuration parameters;
• based at least on the received data indicating the user selection of the given data science application, determining a deployment template for use in deploying the new data science environment, wherein the deployment template comprises data specifying (i) an executable environment package and (ii) a set of predefined configuration parameters for use in deploying the new data science environment;
• and
• using the executable environment package, the set of predefined configuration parameters, and the one or more user-defined configuration parameters to deploy the new data science environment.