Uncertainty Analysis Courses and Certifications

International Centre for Theoretical Sciences

Analysis of Uncertainties in Precision Measurements - Lecture 2

Comprehensive exploration of uncertainty analysis in precision measurements, covering theoretical foundations and practical applications for advanced metrology and quantum sensing.

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

Principles of Cost Benefit Analysis

104 ratings at Udemy

Learn to conduct and evaluate cost-benefit analyses, covering key principles, methods, and practical applications for informed decision-making in various project scenarios.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Microcredential

Reliability and Decision Making in Engineering Design

Foundations of decision-making and reliability analysis for engineering design, focusing on uncertainty assessment, product lifetime, and optimal tradeoffs between performance, cost, and reliability.

• edX
• 34 weeks, 7-9 hours a week
• On-Demand
• $4,500.00
• 2 courses

IIT Roorkee;  NPTEL

Mechanical Measurement Systems

2 reviews

This Course provides a simple understanding of the mechanical measurement systems and statistical analysis of experimental data.

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

Thoughts on Rational Inference - Is Information Theoretic Inference Rational?

Exploring rational inference approaches for incomplete information in complex sciences. Discusses defining and implementing rational methods, handling misspecifications, and addressing model uncertainty and robustness.

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

Information and Model Misspecification - Classical Statistics vs. Info-Metrics

Explore info-metrics framework for handling model misspecification, contrasting classical methods with innovative approaches using entropy and empirical likelihood in power law distributions.

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

Debt Sustainability Analysis

What are the tools to assess debt sustainability? How can countries effectively manage their sovereign debt? To answer these questions, this course combines theory with hands-on exercises.

• edX
• 6 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Risk-Based Engineering

Explore probabilistic risk assessment, reliability engineering, and physics-of-failure approaches to optimize safety and business objectives in complex engineering systems.

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

IIT Delhi;  NPTEL

Introduction To Uncertainty Analysis And Experimentation

Learn uncertainty analysis and experimentation fundamentals, including error types, measurement uncertainty, result uncertainty, and data analysis. Gain practical skills for engineering, research, and industry applications.

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

IEEE

Approximation Algorithms for Stochastic Minimum Norm Combinatorial Optimization

Explore advanced techniques for solving stochastic minimum norm combinatorial optimization problems, focusing on approximation algorithms and their applications in complex decision-making scenarios.

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

Kavli Institute for Theoretical Physics

Earth System Emulation - Duncan Watson-Parris #CLIMATE-C21

Explore Earth system emulation for climate projections, uncertainty analysis, and machine learning applications in weather and climate science. Gain insights into advanced modeling techniques and data-driven approaches.

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

AGU

Hydrologic Research in the Congo Basin

Explore Congo Basin hydrology research, discussing CO2/CH4 emissions, wetlands, modeling challenges, and ecosystem productivity. Gain insights into this vital yet understudied region.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Australian Water School

Maximising the Accuracy of Hydraulic Models

Explore factors influencing hydraulic model accuracy, from input data to computational solvers. Learn to maximize model reliability and confidence, especially when calibration data is unavailable.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Australian Water School

How Wrong Is Your Flood Model?

Explore uncertainties in flood modeling, calibration importance, and strategies for reducing inaccuracies to ensure reliable and defendable results for informed decision-making.

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

Australian Water School

Managing Uncertainty in Water Resource Modelling

Explore uncertainty analysis in water resource modeling, covering parameter selection, handling external uncertainties, model adaptation, and incorporating observations for improved predictions.

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