Computational Modeling Courses and Certifications

ICTP-SAIFR

Computational Modeling of Active Systems - Class 1

Explore computational modeling techniques for active systems, focusing on fundamental principles and practical applications in the field of active matter.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Computational Modeling of Active Systems - Class 2

Explore computational modeling techniques for active systems, focusing on advanced concepts and practical applications in the field of active matter.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Computational Protein Modeling and Analysis

Learn computational protein modeling techniques, from basic biology to advanced software tools, with hands-on exercises in sequence searching and structure analysis for efficient protein design.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Experimental Methods in Systems Biology

317 ratings at Coursera

Explore cutting-edge experimental techniques in systems biology, including RNA sequencing, proteomics, cytometry, and live-cell imaging, to build quantitative models of cellular function.

• Coursera
• 18 hours
• On-Demand
• Paid Course

MedAI- Graph-Based Modeling in Computational Pathology - Siyi Tang

1 review

Explore graph-based modeling in computational pathology, focusing on cellular interactions and spatial structures in whole slide images using graph neural networks for biomarker discovery and workflow automation.

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

Complexity and Public Policy

Explore wicked policy problems like climate change and inequality through complexity theory, computational modeling, and innovative evaluation methods for effective governance.

• Coursera
• 2 days 9 hours 30 minutes
• On-Demand
• Paid Course

Frontiers of Computational Social Science - Agent-Based Modeling and Artificial Societies

Explore agent-based modeling in computational social science, from playground simulations to global epidemic models, with insights on future developments in neuro-cognitive agents and their applications.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

CppCon

Application of C++ in Computational Cancer Modeling

Discover how modern C++ features revolutionize cancer research through stochastic tumor modeling, utilizing parallel computing, random number generation, and the Eigen library for matrix operations.

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

IEEE Signal Processing Society

Sparse Modeling and Learning for Computational Imaging - SPACE Webinar Series

Explore advanced signal processing techniques and their applications in imaging and data science with expert insights from Saiprasad Ravishankar of Michigan State University.

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

Institute for Pure & Applied Mathematics (IPAM)

Computational Challenges with Modeling Core Collapse Supernovae - IPAM at UCLA

Explore computational challenges in modeling core collapse supernovae and gravitational wave emission, covering recent progress, physics requirements, and future directions in multi-dimensional simulations.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry

Explore neural circuit modeling for large-scale brain dynamics in computational psychiatry, bridging microcircuit perturbations with neuroimaging biomarkers to advance personalized therapeutics.

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

Computational Genomics Summer Institute CGSI

Computational Methods for Modeling and Analyzing Epigenomic Data - CGSI 2023

Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state discovery, genome annotation, and cross-species conservation in functional genomics.

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

Computational Genomics Summer Institute CGSI

A Tutorial on Computational Methods for Modeling and Analyzing Epigenomic Data

Explore computational methods for modeling and analyzing epigenomic data, covering ChromHMM, multivariate Hidden Markov Models, and integrating multiple chromatin markers across cell types.

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

The Julia Programming Language

Cognitive Computational Modeling Made Easy with Julia

Explore cognitive computational modeling using Julia, featuring ActionModels.jl for flexible simulations and HierarchicalGaussianFiltering.jl for advanced learning and perception models.

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

MICDE University of Michigan

Computational Frontiers in Weather and Climate Modeling

Explore cutting-edge computational approaches in weather and climate modeling, including high-resolution trends, digital twins, and emerging paradigms for advanced simulations.

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