Presentation
Machine Learning and HPC in Pharma Research and Development
Session Leader
Additional Session Leader
Event Type
Birds of a Feather
TP
EX
EXH
Bioinformatics
Computational Biology
Pharmaceutical
TimeTuesday, 19 November 201912:15pm - 1:15pm
Location210-212
DescriptionMachine learning and deep learning methods are increasingly being applied in the pharmaceutical industry. The usage is growing exponentially and expanding to more business areas. Discussions will focus on current trends, the many challenges and approaches in applying ML and DL to build insightful models. The ever-increasing scale and velocity of data creates challenges to model accuracies, model refinement and computational scale. Key challenges include network latency and multi-terabyte data sets. HPC is vital to building and running the models in a meaningful timeframe. The interactive panel discussion will focus on experiences and insights by panelists and audience members.
Links
Archive
Session Leader
Additional Session Leader
