Data exploration – can machine learning discover new drugs? | AISC

Channel:
Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
Subscribers:
22,600
Published on ● Video Link: https://www.youtube.com/watch?v=dSFitlpWauM


Duration: 43:48
260 views
10

For slides and more information on the paper, visit https://ai.science/e/ml-bio-data-exploration-can-machine-learning-discover-new-drugs--sally-2021-02-25

Speaker: Sally R. Ellingson; Host: Xi Chen

Motivation:
Efficient and accurate computational methods in drug discovery can lead the way to safer and more cost effective therapy options. By using machine learning, it is believed the pipeline of the drug discovery will be decreased and more cost-efficient. This talk will discuss the data exploration, and answer the questions about whether machine learning can discover new drugs.



Other Videos By LLMs Explained - Aggregate Intellect - AI.SCIENCE


2021-03-18Machine Learning Product Challenges on Aggregate Intellect
2021-03-16Learning Mesh-Based Simulation with Graph Networks - Tobias Pfaff (DeepMind)
2021-03-10Modeling Dissolution of Compact Planetary Systems
2021-03-09High Dimensional Inference in the Universe
2021-03-08BERT & NLP Explained
2021-03-08Introducing AI BRIEFS
2021-03-04Deep Unsupervised Learning for Climate Informatics
2021-03-03New Directions in Computer Vision
2021-03-02Machine Learning Product Management in the Insurance Industry
2021-03-01Running ML Experiments on the Edge
2021-02-26Data exploration – can machine learning discover new drugs? | AISC
2021-02-25Building a Quantum Computer with Trapped Ions
2021-02-25Should ensemble members be calibrated? | AISC
2021-02-25Topological Deep Learning
2021-02-24Explainable AI to Automate Loan Underwriting Decisions | AISC
2021-02-23'Less Than One'-Shot Learning (author speaking)
2021-02-18Machine Learning in Mobile Cybersecurity: An Overview
2021-02-17Author speaking: Proper Machine Learning Explanations through LIME using OptiLIME framework | AISC
2021-02-11Non-Euclidean Universal Approximation | AISC
2021-02-09Explainable AI with Layer-wise Relevance Propagation (LRP)
2021-02-04An Introduction to Quantum Computing