Drug Discovery Courses and Certifications

Novartis

Introduction to Drug Hunting

50 ratings at Coursera

Comprehensive overview of preclinical drug discovery, from target identification to clinical trials, for life scientists and professionals in related fields. Covers key processes, challenges, and strategies.

• Coursera
• 9 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Novartis

Targets, Assays & Screening

10 ratings at Coursera

Explore early drug discovery stages, focusing on assays and screening methods to identify promising compounds. Learn about target engagement validation and different approaches in pharmaceutical research.

• Coursera
• 8 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Novartis Microcredential

Drug Hunting: The Science of Making New Medicines

Explore the complex process of preclinical drug discovery, from target identification to pre-formulation, in this comprehensive specialization designed for graduate-level life sciences professionals.

• Coursera
• On-Demand
• Paid Course
• 6 courses

Drug Discovery in Prevention and Treatment of COVID-19

This curriculum includes research into fundamental knowledge of clinical diagnosis, prevention and treatment of COVID-19.

• XuetangX
• On-Demand
• Free Online Course

IEEE Signal Processing Society

Geometric Deep Learning for Drug Discovery

1 review

Explore geometric deep learning techniques for drug discovery, covering graph neural networks, molecule generation, and retrosynthetic prediction. Gain insights into cutting-edge research and applications in pharmaceutical development.

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

Computer-Aided Drug Design

Want to know how those amazing drugs were designed? This Computer-Aided Drug Design course can satisfy your curiosity!

• XuetangX
• On-Demand
• Free Online Course

The Royal Institution

Can Data Make a Medicine? - With Patrick Vallance

Explore how real-time data and open-source information revolutionize medicine development, from identifying molecules to conducting clinical trials and improving patient care.

• YouTube
• 47 minutes
• On-Demand
• 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
• 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

Toronto Machine Learning Series (TMLS)

PolypharmDB: Quickly Identifying Repurposed Drug Candidates for COVID-19

Explore PolypharmDB, a deep learning-based resource for identifying repurposed drug candidates for COVID-19. Learn about accelerated drug discovery methods using existing clinical data.

• YouTube
• 29 minutes
• On-Demand
• 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
• 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

Broad Institute

What's Holding Back AI in Drug Discovery?

Explore the challenges impeding AI's progress in drug discovery with insights from DeepCure's CEO Kfir Schreiber, shedding light on potential solutions and future directions.

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

Broad Institute

AI in Drug Discovery: What Do We Need for Being Successful?

Explore AI's role in drug discovery with Sanofi-Aventis scientist Christoph Grebner, discussing key success factors and industry insights.

• YouTube
• 39 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