1. A computerized method for improving plant growth comprising: storing, by a computing device, a set of growing profiles in a database in communication with the computing device, wherein each growing profile of the set of growing profiles defines a set of growing parameters for a type of plant; receiving, by the computing device, data indicative of a first growing profile from the set of growing profiles, wherein the first growing profile is associated with a first plant growing unit from a set of plant growing units in communication with the computing device; transmitting, by the computing device, a first set of growing parameters from the first growing profile to the first plant growing unit so that the first plant growing unit can execute the first set of growing parameters to grow a plant that is planted in the first plant growing unit; receiving, by the computing device, first sensor data from the first plant growing unit indicative of data from one or more sensors locally installed at the first plant growing unit; customizing, by the computing device, the first set of growing parameters based on the first sensor data from the first plant growing unit such that the first set of growing parameters is customized for a first environment in which the first plant growing unit is located, wherein the customizing comprises machine learning that aggregates environmental condition data that is associated with the first growing profile from a plurality of additional plant growing units and optimizes the first growing profile for the first environment; and controlling a hardware component associated with the first plant growing unit using the customized first set of growing parameters, wherein the controlling is configured to transition the first plant growing unit between a hydroponic configuration, a hybrid hydroponic and aeroponic configuration, and an aeroponic configuration in accordance with the customized first set of growing parameters, wherein a seed cartridge of the first plant growing unit is positioned at a first location in the hydroponic configuration, the seed cartridge is positioned at a second location in the hybrid hydroponic and aeroponic configuration, and the seed cartridge is positioned at a third location in the aeroponic configuration, wherein the first location, the second location, and the third location are different, and wherein the third location is vertically higher than the second location, and the second location is vertically higher than the first location.