Monte Carlo Simulation Courses and Certifications

Hausdorff Center for Mathematics

Multilevel Monte Carlo Simulation of Diffusively Scaled Kinetic Equations

Explore multilevel Monte Carlo methods for simulating kinetic equations with multiscale behavior, combining asymptotic-preserving schemes to efficiently model particle dynamics.

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

Decision Modeling and Risk Analysis with Excel

3372 ratings at Udemy

Decision making using sensitivity analysis, decision tree, utility theory, Bayesian statistics, Monte Carlo simulation.

• Udemy
• 6 hours 2 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze & Manage Counterparty Credit Risk

10 ratings at Coursera

Master counterparty credit risk analysis by evaluating derivative exposures, applying CVA adjustments, modeling Monte Carlo simulations, and interpreting Basel regulatory frameworks for real-world financial risk management.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Coursera

Simulate with Monte Carlo

Master Monte Carlo simulation techniques to quantify risk and forecast outcomes, building robust models for ROI analysis and sensitivity testing using Python and Excel.

• Coursera
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Coursera

Forecast Financials with Monte Carlo Mastery

Master Monte Carlo simulation to transform financial forecasting from single-point estimates to probabilistic analysis, quantifying risk and uncertainty in Excel.

• Coursera
• 2 hours 33 minutes
• Self-Paced
• Paid Course

Introduction to Spreadsheets and Models

6 ratings

Learn essential spreadsheet skills for data analysis and modeling. Master formulas, functions, and tools to create powerful business models and make informed decisions.

• Coursera
• 7 hours 59 minutes
• Self-Paced
• Paid Course

R Programming for Simulation and Monte Carlo Methods

465 ratings at Udemy

Learn to program statistical applications and Monte Carlo simulations with numerous "real-life" cases and R software.

• Udemy
• 11 hours 42 minutes
• Self-Paced
• Paid Course

Churchill CompSci Talks

How Slot Machines Are Advancing the State of the Art in Computer Go AI

Explore Monte Carlo Tree Search in computer Go AI, covering its advantages, UCB1 strategy, and recent refinements like AMAF/RAVE, with insights into ongoing research topics.

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

Institut des Hautes Etudes Scientifiques (IHES)

Multiple Scaling Dimensions from Operator Covariance in Monte Carlo Simulations

Discover how to efficiently compute multiple scaling dimensions in Monte Carlo simulations by diagonalizing covariance matrices, with applications to classical and quantum critical systems.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Monte Carlo Simulations of pH-Sensitive Polyelectrolyte Microgels

Explore Monte Carlo simulations of pH-sensitive polyelectrolyte microgels, examining ionization, swelling, and guest molecule uptake/release in different network topologies.

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

PoreLab

Novel Non-Equilibrium Behavior of Spin Systems - Experiments and Simulation Match

Explore novel non-equilibrium behavior in spin systems through experiments and simulations. Investigate metamagnetic anomalies in thin Co films and their origins using Monte Carlo calculations.

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

Prof. Ryan C. Cooper

ME3255 - Evaluating a NYSE Monte Carlo Model

Evaluate a NYSE Monte Carlo model using advanced statistical techniques. Gain insights into financial modeling and risk assessment for stock market analysis.

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

Prof. Ryan C. Cooper

ME3255 - Analyzing NYSE Monte Carlo Model

Analyze NYSE stock data using Monte Carlo simulations. Learn to model market behavior and predict future trends with statistical methods.

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

LeadDev

Estimation is a Waste of Time - From Traditional Estimates to Probabilistic Forecasting

Discover how to replace time-consuming estimation with data-driven probabilistic forecasting using Flow Metrics and Monte Carlo simulations for better delivery predictability.

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

Career Certificate

PMI-CP Construction Project Management

101 ratings at Institute of Project Management

Master construction project management with PMI-CP certification covering risk management, stakeholder engagement, contracts, scope control, and governance for sustainable built environments.

• Institute of Project Management
• 35 hours
• Self-Paced
• Paid Course