Cheminformatics Courses and Certifications

Introduction to Cheminformatics and medicinal chemistry

404 ratings at Udemy

Understand the underlying chemistry of drug development and use free softwares to analyze molecules

• Udemy
• 2 hours 52 minutes
• On-Demand
• Paid Course

School of Chemoinformatics in Latin America

Cheminformatics-Driven Discovery of Hits for Neglected and Emerging Diseases - 2022

Explore AI-driven drug discovery for neglected diseases with Dr. Carolina Horta, focusing on computational methods and QSAR models for identifying new drug candidates.

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

School of Chemoinformatics in Latin America

Cheminformatics in Natural Product-Based Drug Discovery - 2022

Explore computational methods for predicting biological activities, metabolic fate, and toxicity of small molecules in natural product-based drug discovery.

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

MolSoft Molecules in Silico

Mining in the Ultra-Large Library SAVI with Molsoft Tools

Explore mining techniques in the ultra-large SAVI library using MolSoft tools, enhancing drug discovery and molecular analysis capabilities.

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

Anhui Agricultural University

化学信息学

化学信息学是传统化学和现代信息技术碰撞的产物，利用信息学技术解决化学问题将为同学们打开一个全新的世界。

• XuetangX
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Creating Complex Scientific Workflows that Reach into the Real World - IPAM at UCLA

Explore laboratory automation and complex scientific workflows with ESCALATE software, focusing on experiment planning, data capture, and machine learning integration for halide perovskite synthesis.

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

Materials Cloud

Methods for Computational Biology and Drug Discovery

Explore fundamental computational methods in physics and chemistry, presented by their creators, with insights into their development and applications.

• YouTube
• 2 hours 29 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Introduction to Graph Neural Networks and Their Application in Drug Discovery

Learn about Graph Neural Networks and their application in drug discovery, exploring advanced techniques for molecular property prediction and drug-target interaction.

• YouTube
• 3 hours 10 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Chemical Foundation Models for Drug Discovery

Explore chemical foundation models for drug discovery, focusing on innovative approaches and potential breakthroughs in pharmaceutical research.

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

MICDE University of Michigan

Learning the Language of Chemistry

Explore chemical language through AI, focusing on molecular transformations and retrosynthesis. Gain insights into cutting-edge applications in organic synthesis.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

School of Chemoinformatics in Latin America

Methods and Models for Chemical Toxicity Prediction - 2022

Explore computational methods for predicting chemical toxicity, integrating structural alerts and QSAR models for comprehensive safety assessment of new compounds.

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

MolSoft Molecules in Silico

ICM 3D Ligand Editor - Ligand Docking, Editing and Optimization

Explore ICM 3D Ligand Editor for advanced ligand docking, editing, and optimization techniques in molecular modeling and drug discovery.

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

MolSoft Molecules in Silico

Preparing Chemical Libraries for Virtual Ligand Screening and Ligand Docking

Master essential techniques for preparing chemical libraries and conducting virtual ligand screening using ICM-Pro, focusing on efficient ligand docking methodologies and computational analysis.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Bogolyubov Institute for Theoretical Physics

Application of Machine Learning Approaches to the Generation of Organic Compounds and Properties Prediction

Explore machine learning techniques for generating organic compounds and predicting their properties, focusing on practical applications in theoretical physics and chemistry.

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

Valence Labs

Lab 3 - De Novo Generation Explanation

Explore de novo molecule generation techniques with experts Emmanuel Bengio and Julien Roy in this recorded session from the 2024 Machine Learning for Drug Discovery Summer School.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video