Webinar 13 - Introduction To AI & Machine Learning For Biologists скачать в хорошем качестве

Webinar 13 - Introduction To AI & Machine Learning For Biologists

MANAV - The Human Atlas Initiative (https://manav.gov.in/) presents 'Data Science - Webinar Series' Webinar Topic - Introduction To AI & Machine Learning For Biologists Day/ Date: Thursday, 17 September 2020 Time : 3 PM to 4 PM Speaker : Dr. Gitanjali Yadav [Scientist, National Institute of Plant Genome Research, India and Lecturer, Dept of Plant Sciences, University of Cambridge, U.K.] Abstract : The talk will introduce the notion of intelligence for computers, as the ability to make right decisions, and how it requires knowledge, in a form that is operational. Dr. Yadav will then discuss simple tasks that fall under the label of Artificial Intelligence, including perception and control. Computers already possess some intelligence thanks to all the programs that humans have crafted and which allow them to “do things” that we consider useful, and that is what we mean for a computer to take the right decisions. But there are many tasks which animals and humans are able to do rather easily but remain out of reach of computers, involving knowledge that is implicit. This knowledge needs to be made explicit to get machines to acquire the same kind of intelligence. The talk will formalise the process of machine learning using data and examples to build operational knowledge. She will also briefly present an overview of this emerging area in Indian Health and Agri Sectors and end with case studies from her own group .She will end the talk with a few case studies from her own group, on deep learning plant chemistry. More information about the speaker is available on https://www.plantsci.cam.ac.uk/direct... and http://www.nipgr.ac.in/research/dr_gy...  Link to 'Q and A' document : https://drive.google.com/file/d/1yBsG... Moderator of the talk : Dr Shailesh Kumar [Senior Domain Expert for MANAV - Human Atlas Initiative), NCCS, Pune]