The use of artificial intelligence in public health is growing and getting more presence. This knowledge capsule has the objective of increasing aware on this discipline necessary guiding principles, its components and sub-fields and the uses it has. Although this tool presents a linkage between the artificial intelligence and the eight principles for the digital transformation of public health and propose the main considerations to be taken for its implementation