Two important strategies on astronomy education in the era of digital transformation proposed on this presentation are the uses of “Astronomy Literacy” and a “Deep Learning” through “Data Intensive Astronomy” to support astronomy education.

Astronomy literacy can create several thinking skills to young generation and public for promoting human capacity buildings on science and technology.

Nowadays, the astronomical data archives are impressively large and the “digital age” has made it easy to make the data available to astronomers, researchers, under graduate and graduate students and even to publics. Big data in astronomy has then played an important role in astronomy education both in higher education and school education. Astronomers and researchers can access “big data” for the deep learning through data intensive astronomy on their research works and school students and publics.

We hope to extend these strategies through regional and inter-regional collaboration to promote astronomy education in wider scale.

We here present the general outline of the project “Open up, Sky!”, a pilot project of astronomy education in a Juvenile detention institution in Sardinia, Italy. The project is still in progress, and we report here the first preliminary results.

This investigation was derived from the observation and teaching process carried out in elementary classes at the Brigadeiro Eduardo Gomes Municipal Middle School (Natal, Brazil) at the end of 2019. The sciences classes taught were the following: the development of astronomy and astronautics from antiquity to the modern era and, introduction to stellar evolution. The goal was to focus on preparing for the Brazilian Astronomical Olympics (OBA) for students in these classes. The results, both quantitative and qualitative, were quite satisfactory. Taking into account the region’s socio-economic vulnerability profile. In this context, the study of Astronomy in the classroom in search of creating new mechanisms to improve pedagogical activities encourages the critical and creative development of students, showing that they have the potential and want to make use of it.