Rajita Ramesh Chandak
+41 21 693 74 07
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Web site: Web site: https://sma.epfl.ch/
Teaching & PhD
Teaching
Mathematics
Courses
Statistics for data science
Statistics lies at the foundation of data science, providing a unifying theoretical and methodological backbone for the diverse tasks enountered in this emerging field. This course rigorously develops the key notions and methods of statistics, with an emphasis on concepts rather than techniques.
Nonparametric estimation and inference
Nonparametric models are used to identify nonlinear relationships within data. This course gives a graduate-level overview of nonparametric statistical estimation and inference theory.