Machine Learning for Battery Modeling
Sat, 17th August, 2024
04:00pm [UTC]
Event
Machine Learning for Drug Discovery
In this free workshop, you will learn to implement machine learning algorithms for small molecule drug discovery applications using RDKit and scikit-learn.
Date
Tue, 6th August, 2024
Time
04:00pm - 05:00pm [UTC]
04:00pm - 05:00pm [UTC]
Event Type
Online Event
About the Event
This workshop will focus on the practical implementation of a machine-learning model to identify new small molecules against a known biological target. Key topics to be covered include:
Data collection and preparation
Feature selection and engineering
Model training and validation
Evaluating model performance
Deploying the model for new molecules identification
Hosted by
Pankaj Mishra, PhD
Molecular AI Specialist with 13+ Years of Experience | Founder & CTO, Future Therapeutics | Building Proprietary AI Infrastructure for Drug Discovery | Co-founder, Neovarsity
Dr. Pankaj Mishra is the co-founder of Neovarsity, a Berlin-based deep-tech learning venture. He is also the founder of Future Therapeutics, a Berlin-based AI-native therapeutics discovery company that builds and leverages proprietary AI infrastructure to find new cures. He specializes in molecular artificial intelligence and holds a Ph.D. from the University of Freiburg, Germany. He earned his master's degree in pharmaceutical chemistry from the renowned Indian Institute of Technology (BHU), India. During his academic tenure, he co-authored research publications in esteemed journals, including the Journal of Medicinal Chemistry, European Journal of Medicinal Chemistry, Nature Immunology, and Nature Cell Biology.