Systems Biology Courses and Certifications

TED

Embracing Complexity: Integrating Data for Predictive Disease Models

Explore how supercomputing and biology integration revolutionizes disease research, breaking linear thinking to uncover complex pathways and innovative treatments.

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

Alan Turing Institute

Integrating Inference with Stochastic Process Algebra Models - Jane Hillston, Edinburgh

Explore probabilistic programming for continuous-time systems using ProPPA, an extension of Bio-PEPA. Learn parameter inference methods and applications in biology, ecology, and urban transport.

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

International Centre for Theoretical Sciences

Dynamical Systems Biology of Cancer Metastasis by Mohit Kumar Jolly

Explore cancer metastasis through systems biology, focusing on EMT/MET processes, hybrid cell states, and their clinical implications. Gain insights into cellular plasticity and tumor progression mechanisms.

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

BIMSA

Modeling and Analyzing Cell-Cell Communication from Single-Cell Data

Explore CellChat, an integrated method for inferring and analyzing cell-cell communication from single-cell sequencing data using systems biology and machine learning approaches.

• YouTube
• 1 hour
• On-Demand
• Free Video

Fields Institute

The Mathematical Hallmarks of Cancer - Yesterday, Today, and Tomorrow

Explore the mathematical modeling of cancer's key characteristics, examining past approaches, current methodologies, and future directions in oncology research.

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

International Centre for Theoretical Sciences

Design and Dynamics of Biological Networks - The Case of Cancer Progression - Lecture 2

Explore biological network dynamics and design, focusing on specific case studies. Gain insights into complex systems and their applications in theoretical approaches to cancer research.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

A Systems Analysis of Temozolomide Response in a Model Glioblastoma Cell-line

Explore systems analysis of temozolomide response in glioblastoma, uncovering insights into cancer treatment through advanced modeling and data interpretation techniques.

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

International Centre for Theoretical Sciences

A Systems Biology Approach to Unravel Cell Cycle Dynamics - Lecture 2

Explore systems biology approaches to unravel cell cycle dynamics, focusing on mathematical modeling and computational techniques to understand complex cellular processes.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Maps, Networks and Mechanisms: System Modeling and Analysis of Disease Maps

Explore disease map modeling and analysis techniques for understanding complex biological systems and their applications in cancer research and treatment strategies.

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

International Centre for Theoretical Sciences

Systems-level Analysis of Phenotypic Switching in Melanoma - From Design Principles to Therapeutic Strategies

Explore systems-level analysis of phenotypic switching in melanoma, focusing on design principles and their implications for understanding cancer progression and developing targeted treatments.

• YouTube
• 1 hour 14 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Institut Henri Poincaré

Constrained Proteome Allocation, Adaptive Strategies and Coexistence in Models of Competitive Microbial Communities

Explore proteome allocation constraints and adaptive strategies in competitive microbial communities, focusing on coexistence models.

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

International Centre for Theoretical Sciences

Boolean Modeling of Biological Networks - Lecture 1

Explore Boolean modeling for biological networks, focusing on cancer progression. Learn theoretical approaches to understand complex biological systems and their applications in cancer research.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video

Developing Systems Biology Models with System Modeler: Wolfram U Class

Build, simulate, and analyze biochemical models using System Modeler and Mathematica. Explore the BioChem library and Systems Biology Add-On for complex, hierarchical model development.

• Wolfram U
• 20 minutes
• On-Demand
• Free Online Course

Manolis Kellis

Metabolic Modeling - Lecture 22

Dive into metabolic modeling principles and techniques, exploring computational approaches for understanding cellular metabolism and biological pathway analysis.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video