Drug Discovery Courses and Certifications

Lead Discovery & Optimization for Efficacy, PK, & Safety

Understanding the efficacy, potency, pharmacokinetics, and safety of compounds is important, but compounds almost always require improvement in their properties in order to become drugs. The process o

• edX
• 3 weeks, 5-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis

3 ratings

Apply Python, data analysis, and machine learning across a drug-discovery workflow from data collection through model deployment.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Snorkel AI

Can Data-Centric AI Help Us Develop Better Drugs?

Explore how machine learning and high-quality data can revolutionize drug development, predicting outcomes and designing safer, more effective therapies faster and at lower costs.

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

Toronto Machine Learning Series (TMLS)

AI-Aided Design of Novel Inhibitors Against SARS-CoV-2

Explore AI-driven drug design for SARS-CoV-2, focusing on 3CLpro inhibitors. Learn about deep Q-learning networks, fragment-based design, and structure-based optimization for developing potential lead compounds.

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

MolSoft Molecules in Silico

Computer-Driven Discovery of GPCR Ligands with New Chemotypes and Functional Selectivity

Explore computer-driven discovery of GPCR ligands, focusing on new chemotypes and functional selectivity. Learn structure-based techniques for rational ligand design and virtual screening.

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

AWS Events

Accelerating Target Identification with Generative AI Agents and Integrated Lab Workflows - Lab in a Loop

Discover how Genentech accelerates target identification using generative AI agents and their 'Lab in a Loop' integrated workflow system for more efficient drug discovery processes.

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

Drug development process: combating pain

9 ratings

Drug development process: combating pain, is a free course offering a brief introduction to the process of new drug discovery; from identification of a suitable candidate drug molecule to the ...

• OpenLearn
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

Drug Development Product Management

6487 ratings at Coursera

Follow a drug from target selection to market: file an IND, run Phase 0–3 trials, submit an NDA, and launch products in the U.S.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Toronto Machine Learning Series (TMLS)

Introduction to Graph Neural Networks and Their Application in Drug Discovery

Explore Graph Neural Networks in drug discovery, covering concepts, healthcare applications, and Python implementation. Build a GNN model for healthcare use.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

NPTEL-NOC IITM

Artificial Intelligence in Drug Discovery and Development

1 rating

Discover how AI revolutionizes pharmaceutical research, from molecular design to clinical trials, transforming traditional drug development processes.

• YouTube
• 2 hours 21 minutes
• Self-Paced
• Free Video

Algorithmic Alchemy - Transforming Drug Discovery with Open AI

Explore how open AI and open data revolutionize drug discovery, accelerating target identification and lead compound selection to address global health challenges.

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

VinAI

Machine Learning in Medical Diagnostics and Drug Discovery

Explore machine learning applications in genomics and proteomics for medical diagnostics and drug discovery. Learn how advanced analytics improve sequencing projects and translate technologies into practice.

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