School of Chemoinformatics in Latin America Courses

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
• Self-Paced
• Free Video

Integration then Interrogation: Exploratory Data Analysis on a Deadline - 2022

Explore strategies for efficient exploratory data analysis, focusing on visualization techniques, predictive modeling, and practical constraints in chemical biology datasets.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

ChEMBL - Accessing Big Molecular Data via Web Interface and API

Explore ChEMBL's web interface and API to access extensive molecular data. Learn data-driven approaches for molecular design and computational toxicology.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Chemography Concept in Chemical Space Analysis - 2022

Explore chemography in chemical space analysis, covering molecular descriptors, data visualization, and AI-driven design of chemical transformations. Learn from expert Alexandre Varnek.

• YouTube
• 36 minutes
• Self-Paced
• Free Video