Cheminformatics Courses and Certifications

Introduction to Cheminformatics and medicinal chemistry

533 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 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

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

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

Data Science Conference

Comparing GNN Approaches for Molecule Identification

Explore how Graph Neural Networks transform molecular structures into graph-based models for predicting molecular activity, with techniques for handling imbalanced datasets and optimizing performance in biological contexts.

• YouTube
• 1 hour 20 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

Valence Labs

Machine Learning in Structure-Based Drug Discovery - Day 2

Explore machine learning applications in structure-based drug discovery, focusing on innovative techniques and their impact on pharmaceutical research.

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

Valence Labs

Introduction to Machine Learning in Drug Discovery: Principles and Applications - Day 1

Explore machine learning principles and applications in drug discovery with expert Bharath Ramsundar, covering key concepts and innovative approaches.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Broad Institute

Applying Machine Learning on Drug Discovery Projects

Dive into practical applications of machine learning in drug discovery projects with insights from Relay Therapeutics' Chief Data Officer, Pat Walters.

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

MolSoft Molecules in Silico

Structure-Based Virtual Ligand Screening with ICM-Pro

2 reviews

Master structure-based virtual ligand screening techniques using ICM-Pro software, from project setup and file preparation to running screens, analyzing results, and creating hitlists.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

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

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

Valence Labs

LLMs in Drug Discovery - Day 5

Explore the application of Large Language Models in drug discovery, focusing on innovative approaches and potential breakthroughs in pharmaceutical research.

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

Valence Labs

Synthesizability and Molecular Synthesis - Day 3

Explore synthesizability and molecular synthesis techniques with Connor Coley, gaining insights into advanced drug discovery methods and machine learning applications.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Valence Labs

Harnessing Geometric ML for Molecular Design - Day 3

Explore geometric machine learning techniques for innovative molecular design in drug discovery with expert Michael Bronstein.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video