Monte Carlo Simulation Courses and Certifications

Python for Finance and Algorithmic Trading with QuantConnect

1746 ratings at Udemy

Learn to use Python, Pandas, Matplotlib, and the QuantConnect Lean Engine to perform financial analysis and trading

• Udemy
• 22 hours 51 minutes
• On-Demand
• Paid Course

Marketing Analytics: Customer Value and Promotion Strategy

798 ratings at Udemy

Learn to calculate Customer Lifetime Value using DCF & advanced models & use it to increase the company’s profitability

• Udemy
• 1 hour 29 minutes
• On-Demand
• Paid Course

The Complete Data Analytics Course in Excel

460 ratings at Udemy

A complete data analysis course using the tools you already have.

• Udemy
• 15 hours
• On-Demand
• Paid Course

Complete Python and Machine Learning in Financial Analysis

456 ratings at Udemy

Using Python, Machine Learning, and Deep Learning in Financial Analysis with step-by-step coding (with all codes)

• Udemy
• 20 hours 17 minutes
• On-Demand
• Paid Course

R Programming for Simulation and Monte Carlo Methods

405 ratings at Udemy

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

• Udemy
• 12 hours
• On-Demand
• Paid Course

Quantitative Financial Modeling in Microsoft Excel

137 ratings at Udemy

Learn how to build financial models in Excel and VBA for different financial topics

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

Microcredential

Greeks, American Options and Volatility

Learn about Greeks, American Options, and Volatility.

• edX
• 3 weeks, 1-2 hours a week
• On-Demand
• Paid Course

Australian Water School

Dam Safety Modelling Using McBreach

1 review

Leverage Monte Carlo simulations in HEC-RAS for probabilistic dam breach analysis, enhancing risk management and decision-making in the face of aging infrastructure and climate uncertainties.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

NPTEL;  IISc Bangalore

Stochastic Structural Dynamics

Comprehensive exploration of probability, random variables, processes, and vibrations in structural dynamics, covering theory and applications in earthquake engineering and system failure analysis.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Online Course

Quantitative Risk Management in Python

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

IIT Kanpur;  NPTEL

Artificial Intelligence and Machine Learning in Materials Engineering

Explore AI and ML applications in materials engineering, from basic concepts to advanced techniques for accelerated material design, property optimization, and autonomous experiments.

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

Monte Carlo Simulations in Python

Learn to design and run your own Monte Carlo simulations using Python!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

IIT Roorkee;  NPTEL

Environmental Modeling and Simulation

Explore traditional and nonlinear environmental models, simulation techniques, and software applications. Gain practical skills in MATLAB and Octave for analyzing complex ecological systems and pollutant transport.

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

IIT Guwahati;  NPTEL

Reliability-Based Structural Design

Explore probability theory, reliability methods, and simulation techniques for structural design. Learn to analyze implicit limit states, calibrate codes, and handle multiple failure modes.

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

IIT Roorkee;  NPTEL

Introduction to Polymer Physics

Explore polymer physics through statistical-mechanical, thermodynamic, and continuum theories. Develop conceptual understanding of theoretical and simulation methods for studying polymeric materials.

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