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?cole Polytechnique combines research, education and innovation at the highest scientific and technological level. Its three degree programmes ¨C ing¨¦nieur polytechnicien, master¡¯s and PhD ¨C are highly selective and promote a culture of excellence with a strong emphasis on science, combined with humanist traditions. ?cole Polytechnique educates responsible men and women who are prepared to lead complex and innovative activities that respond to the challenges of 21st-century society. With its 22 laboratories, all joint research facilities with the National Center for Scientific Research (CNRS), the ?cole Polytechnique Research Center works to expand the frontiers of knowledge in the major interdisciplinary issues facing science, technology and society. As a key participant in the Universit¨¦ Paris-Saclay (one of Europe¡¯s largest scientific and economic clusters) along with several major academic partners, ?cole Polytechnique is at the forefront of international higher education and research.