Discovery on Target將於會期中舉辦技能培訓講座。培訓講座針對未於主會議、座談會、會前研討會討論的專業領域，提供深入培訓跟指導。研討會以研究面、業務面、以及有助個人發展的議題為重點。
TS1: Machine Learning for Effective Drug Discovery Decisions
Instructor: Patrick Aboyoun, Customer Data Scientist, Training Business Development, H2O.ai
This 1.5-day lecture-based seminar focuses on strategies to help biopharma organizations effectively utilize machine learning to better identify new potential drug candidates and develop them into effective, approved and reimbursed medicines more quickly. This potential cannot be unlocked without addressing key issues including data collection, management and integration of complex and disparate datasets, scalability, analysis and visualization tools, and machine learning algorithms in order to identify multiple drug targets (not just single drug targets) to work together as a network. This seminar will explore these issues and the role that a modern approach to this process can have on drug design to identify biomarkers and discover targets for potential therapies. Day 1 will cover H2O.ai Core, Open Source AI, R in Biology, and Machine Learning Algorithms. Day 2 will explore Introduction to NLP and Time-Series Data, Data Prep, and Demo and Discussion.
TS2: INTRODUCTION TO SMALL MOLECULE DRUG DISCOVERY AND DEVELOPMENT
Instructor: H. James Harwood Jr., PhD, Founder and CEO, Delphi BioMedical Consultants, LLC
This 1.5-day lecture-based interactive seminar focuses on strategies for identifying drug discovery targets, discovering and characterizing small molecule hits, and developing structure-activity relationships to advance hits through lead optimization, preclinical development, and clinical evaluation. Participants will learn the stages and processes required to advance programs from idea to clinic, through examples and case studies. This seminar is intended for scientists in either academia or industry who would like to become more familiar with small molecule drug discovery and development.
Each CHI Training Seminar offers 1.5 Days of instruction with start and stop times for each day shown above and on the Event-at-a-Glance published in the onsite Program & Event Guide. Training Seminars will include morning and afternoon refreshment breaks, as applicable, and lunch will be provided to all registered attendees on the full day of the class.
Each person registered specifically for the Training Seminar will be provided with a hard copy handbook for the Seminar in which they are registered. A limited number of additional handbooks will be available for other delegates who wish to attend the Seminar, but after these have been distributed no additional books will be available.
Though CHI encourages track hopping between conference programs, we ask that Training Seminars not be disturbed once they have begun. In the interest of maintaining the highest quality learning environment for Training Seminar attendees, and because Seminars are conducted differently than conference programming, we ask that attendees commit to attending the entire program, and NOT engaging in track hopping, as to not disturb the hands-on style instruction being offered to the other participants.