Computational Modeling Courses and Certifications

Society for Industrial and Applied Mathematics

Computational Methods in Ice-sheet Modeling - Uncertainty Quantification and Optimization

Explore advanced computational methods for ice-sheet modeling, including parameter inversion, uncertainty quantification, and multi-fidelity techniques for efficient glacier mass change estimation.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Fields Institute

Computational Modeling of Tumor Microenvironment: A Cancer Hallmarks Perspective

Explore computational modeling of tumor microenvironments through cancer hallmarks, gaining insights into advanced oncology research techniques and their applications.

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

ICTP-SAIFR

Computational Modeling of Active Systems - Class 4

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

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

ICTP-SAIFR

Computational Modeling of Active Systems - Class 3

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

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

Wolfram

Virtual Origami: Mathematical Modeling and Computational Realization

Explore virtual origami using Mathematica, focusing on traditional techniques with mathematical formalism. Learn about fold rules, classical folds, and create a flying crane model.

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

MGH Martinos Center

Fast Computational and AI-Driven Methods in Biomedical Imaging: From Radiofrequency Coil Modeling to Image Reconstruction

Discover cutting-edge AI and computational techniques for biomedical imaging, focusing on radiofrequency coil modeling and advanced image reconstruction methods for enhanced medical diagnostics.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Algebra: Elementary to Advanced - Equations & Inequalities

652 ratings at Coursera

Solidify algebraic foundations, from real numbers to quadratic equations. Develop computational skills and apply concepts to model real-world situations. Ideal for students advancing to higher mathematics.

• Coursera
• 10 hours 15 minutes
• Self-Paced
• Paid Course

Network Dynamics of Social Behavior

400 ratings at Coursera

Explore network dynamics shaping social behavior, from revolutions to cultural shifts. Learn how agent-based models and network theories explain collective behaviors, diffusion processes, and social change.

• Coursera
• 5 hours 25 minutes
• Self-Paced
• Paid Course

Translating Research to Communities

Explore population health research, ethical data science, and community engagement in translating discoveries to practice. Learn about computational models, crisis response, and implementation science.

• Coursera
• 6 hours 51 minutes
• Self-Paced
• Paid Course

Introduction to Reproducibility in Cancer Informatics

Learn reproducibility skills for cancer informatics, covering project organization, notebooks, GitHub, package management, durable code, code review, and documentation. Hands-on exercises included.

• Coursera
• 7 hours 27 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Kanpur

Theory of Computation

6 ratings

Explore finite automata, regular languages, context-free grammars, and Turing machines. Learn about computational models, their properties, and fundamental concepts in theoretical computer science.

• YouTube
• 1 day 15 hours
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Methods for Solving Problems

188 ratings at Coursera

In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.

• Coursera
• 6 hours 54 minutes
• Self-Paced
• Paid Course

Ideal Gases

145 ratings at Coursera

Course 3 of Statistical Thermodynamics, Ideal Gases, explores the behavior of systems when intermolecular forces are not important. This done by evaluating the appropriate partition functions for translational, rotational, vibrational and/or electronic m…

• Coursera
• 5 hours 53 minutes
• Self-Paced
• Paid 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
• Self-Paced
• Paid Course