12-26 May 2019
Huazhong University of Science and Technology in Wuhan, China
Asia/Shanghai timezone

MACHINE LEARNING AND DEEP LEARNING

23 May 2019, 08:00
1h 50m
Huazhong University of Science and Technology in Wuhan, China

Huazhong University of Science and Technology in Wuhan, China

Speaker

Dr Lara LLORET IGLESIAS (Institute of Physics of University of Cantabria and CSIC - Consejo Sup. de Investig. Cientif. (ES))

Description

This lecture is an introduction to Machine Learning/Deep Learning. Students will gain foundational knowledge of Deep Learning algorithms emphasizing in the current state-of-the-art Neural Networks for Computer Vision: the Convolutional Neural Networks. Several examples on applications of these techniques will be also shown.

Note that two computer-aided Labs are dedicated to this topic with complementary aspects and applications,
1) One organized by Dr. Dirk Kruecker et al. (DESY and Hamburg University) on "Deep Learning with Keras I+II" with application to Particle Physics or to a more generix case (see Labs Table
2) The other one by Dr L. LLoret & Dr D. Tuccillo (UC and CSIC, SP) on "Machine Learning & Deep Learning applied to Astrophysics " (see Labs Table).

Presentation Materials