Monte Carlo Simulation Courses and Certifications

Decision Modeling and Risk Analysis with Excel

1044 ratings at Udemy

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

• Udemy
• 6 hours
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Data Science: Probability

53 ratings at edX

Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Spreadsheets and Models

6 reviews

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

• Coursera
• 5 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Taking Healthcare ERM to the Next Level - Strategic Decisions and Risk Management Program

Explore strategic healthcare risk management, integrating downside risk mitigation with value creation opportunities for organizational prosperity and improved patient outcomes.

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

Random Processes

Master correlation functions, spectral analysis, and Monte Carlo simulation techniques for understanding and modeling random processes in engineering systems, with focus on practical applications and data analysis.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Supply Chain Optimization

23 ratings at Coursera

Explore optimization techniques for agile supply chains, including capacity and resource optimization, Monte Carlo simulations for risk mitigation, and practical Excel applications.

• Coursera
• 8 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Atomistic Computer Modeling of Materials (SMA 5107)

Explore atomistic computer simulations for modeling materials, covering energy models, density functional theory, Monte Carlo sampling, molecular dynamics, and coarse-graining approaches with hands-on labs.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Writing, Running, and Fixing Code in C

793 ratings at Coursera

Learn to write, compile, run, test, and debug C code efficiently using a systematic approach and best practices for novice and professional programmers.

• Coursera
• 20 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Math behind Moneyball

97 ratings at Coursera

Learn how probability, math, and statistics can be used to help baseball, football and basketball teams improve, player and lineup selection as well as in game strategy.

• Coursera
• 65 hours
• On-Demand
• Free Online Course (Audit)

Business Analytics for Decision Making

1806 ratings at Coursera

Learn to create data-driven decision models using cluster analysis, Monte Carlo simulation, and optimization techniques with Excel and Analytic Solver Platform. No coding or advanced statistics required.

• Coursera
• 8 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Excel/VBA for Creative Problem Solving, Part 3 (Projects)

454 ratings at Coursera

Develop VBA skills through hands-on projects, from basic to advanced, including Monte Carlo simulation. Optional Grade Manager project for Honors designation.

• Coursera
• 16 hours 27 minutes
• On-Demand
• Free Online Course (Audit)