Biological Systems Courses and Certifications

International Centre for Theoretical Sciences

Energetics of Biological Systems

Explore the energetic constraints and limits of cellular processes, focusing on how cells harness and partition energy for various biological functions and their impact on cellular operations.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Energetics of Biological Systems

Explore the energetic constraints and limits of cellular processes, focusing on how cells harness and partition energy for various biological functions and their impact on cellular operations.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Valence Labs

Coarse Grained Biological Systems - Day 2

Explore coarse-grained biological systems in drug discovery with Jacopo Venturin, delving into advanced machine learning applications for pharmaceutical research.

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

Invasion of the Inferential Cell

Explore the evolution of intelligence on Earth, from cellular behavior to complex cognition, examining common principles across biological systems and the unique aspects of human thought.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Kavli Institute for Theoretical Physics

Membranes and Interfaces - From Cells to Tissues - KITP Blackboard Talk by Jean François Joanny

Explore cell and tissue membranes and interfaces in this theoretical physics lecture, bridging biological concepts with physical principles for a deeper understanding of cellular structures.

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

International Centre for Theoretical Sciences

Morphogenetic Decoding of Positional Information by Madan Rao

Explore morphogenetic decoding of positional information in biological systems, examining how cells interpret spatial cues during development and tissue formation.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Landscape and Flux Theory for Nonequilibrium Biological Systems

Explore landscape and flux theory for nonequilibrium biological systems, examining applications in cellular regulation, differentiation, cancer, neural networks, and evolution with Jin Wang.

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

Devoxx

Learning from Nature - What Biological Systems Can Teach Software Engineers

Explore how biological systems inspire software engineering, uncovering nature's solutions for complex problems and innovative design approaches.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

International Centre for Theoretical Sciences

Dynamical Systems and Artificial Intelligence Applied to Data Modelling in Biological Problems - Lecture 2

Delve into the intersection of dynamical systems and AI for biological data modeling, focusing on birdsong production and vocal learning in this lecture by Gabriel Mindlin from the University of Buenos Aires.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Dynamical Systems and Artificial Intelligence Applied to Data Modelling in Biological Problems - Lecture 1

Explore the intersection of dynamical systems and AI in biological data modeling, focusing on birdsong production and vocal learning through this three-part lecture series by renowned physicist Gabriel Mindlin.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

How Can Superstatistics Approach Be Applied to Investigate Complex Biological Systems

Explore superstatistics framework for modeling complex biological systems, moving beyond traditional analytical approaches with practical examples from environment to cosmic rays.

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

MICDE University of Michigan

Foundation Models for Enabling Rational Design of Biological Systems - Lecture 3

Explore foundation models for rational design of biological systems with Arvind Ramanathan, advancing understanding in computational biology and system engineering.

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

MICDE University of Michigan

Data to Differential Equations: Discovering Mathematical Models for Biological Systems

Explore data-driven techniques for discovering governing equations in complex biological systems, focusing on PDEs and innovative mathematical methods for modeling phenomena like arterial flow and tissue fracture.

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

SAIConference

Understanding Complex Biological Systems: A Journey into Computational Topology

Explore computational topology's role in decoding complex biological systems. Learn how algorithms interpret data from molecular biology, genetics, and medicine, offering unique insights into disease progression and protein structures.

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

PCS Institute for Basic Science

Identifying Decisions in Biological Systems: Toward Understanding and Control

Explore network science and dynamic modeling to understand biological systems' emergent properties. Learn about stable motifs and their role in decision-making and attractor control for potential therapeutic strategies.

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