Télécom ParisTech

Smart Data : Machine learning and Signal Processing

This program is partly in English

The target is to obtain a broad vision of machine learning and signal processing techniques and related application fields. The 2nd year courses combine a methodological approach to learn fundamental theoretical tools (statistics, optimization), techniques related to learning from big data, and specific signal processing courses to handle temporal data. Various applications fields are investigated, including : music and speech processing, multimedia compression, dictionary learning, sensor networks, target tracking, source separation.