Drug Design Courses and Certifications

Applied Algebraic Topology Network

Kelin Xia - Persistent Function Based Machine Learning for Drug Design

Exploring persistent function-based machine learning for drug design, focusing on novel molecular representations and their application in improving predictive models for drug discovery.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Drug Design

Master drug design principles and methodologies through theoretical concepts, research strategies, and hands-on experiments in molecular modeling, pharmacophore construction, and computer-aided design techniques.

• XuetangX
• On-Demand
• Free Online Course

Artificial Intelligence in Bioinformatics

Discover the future of bioinformatics and learn how AI models of bioinformatics data help us to understand biological processes.

• FutureLearn
• 3 weeks, 2 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Organic Chemistry in Biology and Drug Development

Explore organic chemistry's role in biology and drug development, bridging molecular understanding with biological processes for innovative pharmaceutical advancements.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Medicinal Chemistry

Explore the fundamentals of drug discovery, development, and molecular interactions while learning about various drug classes, from antibiotics to anticancer agents and their mechanisms of action.

• XuetangX
• On-Demand
• Free Online Course

China Three Gorges University

The Secrets of Medicine

The course has elaborately designed the contents of four topics, such as "drug - the art of delivering molecules into the human body" , "drug discovery" , "drug design" , "drug and life" , etc. , and is suitable for people who are interested in medical s…

• XuetangX
• On-Demand
• Free Online Course

National Human Genome Research Institute

The Biology of Health Disparities: Ancestry-Driven Drug Discovery - K. Sean Kimbro

Explore ancestry-driven drug discovery and its potential to address health disparities, focusing on molecular characterization of hormonal cancers affecting individuals of African ancestry.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Topological Data Analysis Based Machine Learning Models for Drug Design

Explores TDA-based models for effective molecular representation in drug design, combining persistent homology, spectral models, and Ricci curvature with machine learning for improved performance.

• YouTube
• 59 minutes
• On-Demand
• Free Video

GOTO Conferences

Quantum Computing in the Cloud

Explore quantum computing's integration with classical HPC, its potential in drug design, logistics, and finance, and Kvantify's innovative approach to solving complex computational problems.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Applied Algebraic Topology Network

How Math and AI Are Revolutionizing Biosciences

Exploring how mathematics and AI revolutionize biosciences, focusing on tackling challenges in biological data complexity, dimensionality, and nonlinearity to enhance AI's capabilities in drug design and viral mutation prediction.

• YouTube
• 47 minutes
• On-Demand
• Free Video

GOTO Conferences

Quantum Computing in the Cloud

Explore quantum computing's integration with classical HPC, its potential in solving complex problems, and Kvantify's innovative approach to combining quantum and classical computing technologies.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

TEDx

Geometric Deep Learning: From Euclid to Drug Design

Explore geometric deep learning's revolutionary impact on AI, from ancient mathematics to modern drug design, with pioneering researcher Michael Bronstein.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Uncertainty in Artificial Intelligence

Geometric Probabilistic Models - Tutorial 4

Explore geometric probabilistic models for data-efficient, uncertainty-aware decision-making in applications like drug design and robotics. Learn theory and implementation of Gaussian processes and related techniques.

• YouTube
• 2 hours 32 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Efficient Calculations of Electronic Structures with Machine-Learning Models

Explore machine learning models for efficient electronic structure calculations in materials discovery and drug design, focusing on density functional theory and the Materials Learning Algorithms library.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Broad Institute

AI-Driven Drug Design: Optimizing Pharmacokinetics and ADME

Explore AI-driven drug design techniques for optimizing pharmacokinetics and ADME with Novartis Principal Scientist Raquel Rodríguez Pérez at the Broad Institute symposium.

• YouTube
• 25 minutes
• On-Demand
• Free Video