Diplomas:

? habilitation University at the National School of Computer Science and System Analysis ENSIAS, Rabat. The thesis presented is entitled "Open d-learning: Towards a better quality of learning". April 22, 2014.

? PHD at the National School of Computer Science and System Analysis ENSIAS, Rabat. The thesis is entitled "MADAR Learning: interoperable environment between E-learning and M-learning". 21/12/2009

? Diploma DESA at the Mohammedia School of EMI Engineers, Rabat. The thesis is entitled "Contribution to e-government in Morocco: Strategy and tools of development". 16/07/2004

? Engineer at the National Institute of Statistics and Applied Economics INSEA, Rabat. The project is entitled "Design and Implementation of the INSEA Intranet: Case of Student Affairs". 19/06/2000

Short term training:

Certification IBM en Big Data 2016

Deep learning, Big data and big compute. ENSIAS. Rabat. 24-28 October 2016.

Deep learning and data science. FSDM. Université Sidi Mohamed Ben AbdAllah. Fés. 19 au 22 Décembre 2016.

Big data : from theory to practice. Université Mohamed V. Faculté des sciences. Rabat.  11 november. 2016.

Machine learning et distributional dat. FSTM. Université Cadi Ayyad.  Marrakech. 13-16 Février 2017.

Deep learning and data science. ENSA de Tanger. Avril 2018