Monte Carlo Methods Courses and Certifications

Advanced Probability: Uncertainty in Data

Develop a better intuition for advanced probability, risk assessment, and simulation techniques to make data-driven business decisions with confidence.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

International Mathematical Union

Enhancing Markov Chain Monte Carlo Sampling Methods with Deep Learning

Explore advanced techniques combining Markov Chain Monte Carlo sampling with deep learning, focusing on importance sampling, normalizing flows, and non-equilibrium methods for enhanced efficiency in high-dimensional problems.

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

Kavli Institute for Theoretical Physics

Non-equilibrium Monte Carlo Methods for Confining Strings and the Critical Casimir Effect

Explore non-equilibrium Monte Carlo methods for studying confining strings and the critical Casimir effect in strongly interacting Quantum Field Theory, with applications to nuclear forces and lattice gauge theory.

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

Dave Churchill

Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 18

Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Dave Churchill

Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 17

Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.

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

Dave Churchill

Introduction to Artificial Intelligence: Monte Carlo Reinforcement Learning Methods - Lecture 16

Explore Monte Carlo reinforcement learning methods, including prediction and policy iteration, with applications to Blackjack and matchbox machine learning.

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

Prof. Ryan C. Cooper

Monte Carlo Pi Methods: Technical Editing - Lecture ME3256

Enhance technical writing skills for Monte Carlo pi methods. Learn effective editing techniques to improve clarity and precision in scientific reports.

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

Dave Churchill

Introduction to Artificial Intelligence - Lecture 18 - Monte Carlo Methods

Explore Monte Carlo methods in artificial intelligence, learning algorithmic techniques for modern problem-solving and game applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Career Certificate

Business Analysis Planning Workshop Course

2 ratings at Graduate School USA

Master project scheduling with CPM and Monte Carlo analysis while developing enterprise-level business analysis skills for federal compliance and strategic planning.

• Graduate School USA
• Self-Paced
• $1,399.00

Realistic Rendering Techniques for the C++ Ray Tracer

Explore realistic rendering techniques in C++ ray tracing, covering antialiasing, diffuse materials, reflections, glass refraction, gamma correction, and artifact fixes for high-quality results.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Writing, Running, and Fixing Code in C

832 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 22 minutes
• Self-Paced
• Paid Course

Career Certificate

C and Go: Classical and Modern Programming

7292 ratings at Coursera

Master programming fundamentals in C and advance to modern Go language, covering essential concepts from basic syntax to AI algorithms and Monte Carlo simulations.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Business Analytics for Decision Making

1901 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 49 minutes
• Self-Paced
• Paid Course

Monte-Carlo方法在核科学技术中应用

该课程所讲授的Monte-Carlo计算方法是核反应堆物理、核探测技术等领域的优势计算方法和必要技术手段。通过本课程学习，可以加深研究生对该方法的了解和认识，启发科研创新思维。

• XuetangX
• Self-Paced
• Free Online Course

Introduction to Uncertainty Quantification

10 ratings at Coursera

Master the fundamentals of Uncertainty Quantification through probability theory, uncertainty propagation, surrogate modeling, reliability analysis, and Bayesian methods for mathematical and engineering systems.

• Coursera
• 1 day 5 hours 57 minutes
• Self-Paced
• Paid Course