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Massachusetts Institute of Technology

Artificial Intelligence in Pharma and Biotech

Massachusetts Institute of Technology via GetSmarter

Overview

Learn about how AI is used in drug discovery and distribution processes, clinical trials, and other pharmaceutical industries. Participants will uncover the intricate connections between the science of biotech, the analysis of big data, and business decision making.

On completion of this course, you’ll walk away with: The knowledge and skills to leverage AI within pharmaceutical and biotech organizations. Insight into the impact of ML on generative modeling for small molecule drug discovery and biomarker identification. The ability to apply technology in areas including disease modeling, therapeutic effects, patient response predictions, and patient health monitoring. An understanding of how ML can assist in effectively designing and managing clinical trials.

Syllabus

  • Orientation module: Welcome to your Online Campus
  • Module 1: The landscape of AI in the pharmaceutical industry
  • Module 2: Using AI for early drug discovery: From small molecules to biologics
  • Module 3: Modeling the biological underpinning of disease
  • Module 4: Biomarkers, discovery, and patient stratification
  • Module 5: Design and management of clinical trials
  • Module 6: Business and innovation in pharma

Taught by

Regina Barzilay

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