An introduction to Topological Data Analysis: fundamental and practical\n aspects for data scientists

Topological Data Analysis is a recent and fast growing field providing a set\nof new topological and geometric tools to infer relevant features for possibly\ncomplex data. This paper is a brief introduction, through a few selected\ntopics, to basic fundamental and practical aspects of \\tda\\ for non experts.\n