The Complete Simulation in Python with SimPy Bootcamp
Discover how to Design, Build and Analyse Simulations in Python with SimPy for Industrial Applications or Research
Master Simulation Engineering with Python & SimPy
Say goodbye to expensive off-the-shelf simulation software. This comprehensive course teaches ambitious technical professionals how to master simulation with Python, lead simulation projects and become a go-to simulation expert.
AI Podcast Audio Overview
Is This Course Right For You?
If any of these sound familiar, you're in the right place:
- You've hit the limit with Excel: You know simulation is needed but spreadsheets aren't cutting it anymore
- Expensive software is a barrier: You're tired of costly simulation software licenses or are looking to save your company unnecessary costs
- SimPy shows promise: You've started with SimPy but need a clear roadmap to build impactful simulations
- Missing out on opportunities: You feel you're missing high-paying roles because you lack simulation skills
- Client demands are evolving: You want to offer reliable, scalable simulations built in Python
Transform Your Capabilities & Career:
- Master SimPy Fundamentals: Build confidence with discrete-event simulation from scratch
- Model Complex Systems: Handle events, resources, interrupts and advanced simulation dynamics
- Lead Simulation Projects: Scoping simulation projects, stakeholder communication, visual modeling, simulation project leadership and report writing
- Analyse Results: Use Monte Carlo methods and conduct statistical analysis of your SimPy simulations
- Build Professional Simulations: Create maintainable, scalable and modular simulations for industry applications
- Showcase Your Expertise: Develop portfolio projects that demonstrate your simulation competence
Your Step-by-Step Learning Path:
14 Comprehensive Modules (with More in the Pipeline):
- Introduction to Modelling and Simulation
- Understanding Simulation Methodologies
- Getting to Know SimPy
- SimPy Fundamentals: Events and Timeouts
- SimPy Fundamentals: Basic Resources
- Advanced Resources in SimPy
- SimPy Cheat Sheet: Syntax and Common Troubleshooting
- Cost Modelling with SimPy
- Animating SimPy Simulations
- Visual Modelling and Gathering Assumptions from Stakeholders
- Monte-Carlo Simulation and Full Factorial Analysis
- The SimPy Simulation Project Starter Kit
- Leading Simulation Projects
- Architecting SimPy Simulation Projects for Modularity and Scale (Brand new for June 2025)
- Coming soon: Ensuring Quality as You Scale: Automated Testing for Simulations
- Coming soon: Best Practices for Configuring Simulations
- Coming soon: Selecting the Right Distributions for your Simulations
What Industry Experts Are Saying:
"Harry is simply a master of discrete event simulation and SimPy. I watched him build complex simulations from scratch, expertly separating the noise from what really matters. If you're thinking of learning from him - don't hesitate!"
- Natalie Murray
Technical Advisor, Modelling and Simulation at Cummins
"Harry consistently impressed me with his mastery of both the technical side of simulation modeling and coding as well as the nuanced aspects of simulation project management."
- Rory Greig
Research Engineer at Google DeepMind
What Our Students Are Saying
About Your Instructor
Harry Munro CEng MIMechE MSc BEng (Hons.)
Simulation specialist, Chartered Engineer (CEng MIMechE) and trusted industry expert with 15+ years delivering high-impact simulation projects across transport, mining, defence, energy and technology sectors.
Harry discovered the power of Python-based simulation while working for the London Underground, when expensive software licenses became a barrier. He has since built his career around simulation, powering multi-million dollar decisions with custom SimPy simulations and 10x-ing his earnings over the course of his career. He now helps others create their own success stories from his base in Bermuda.
Exclusive Course Bonuses:
- 🎓 Lifetime Access: All modules and future updates included forever
- 💻 Downloadable Resources: Jupyter notebooks, code snippets, and templates
- 🤝 Private Community: Exclusive student-only forum with instructor support
- 📝 Professional Templates: Project scoping and reporting templates
- 📱 Mobile Access: Learn on any device with the student app
Plus! 🤖 AI Tutor Access
Exclusive access to our AI tutor trained on our entire corpus of simulation educational data.
Course Details
Type: Comprehensive
Level: Intermediate/Advanced
Prerequisites: Intermediate Python skills
Duration: Approx. 20-30 hours
Pace: Self-Paced
Access: Lifetime
Certificate: Yes, upon completion
What You'll Get:
- ✅ 10+ Comprehensive Video Modules
- ✅ Hands-on Exercises & Projects
- ✅ Downloadable Code & Templates
- ✅ Private Student Community
- ✅ Instructor Support & Q&A
- ✅ Mobile App Access
- ✅ Certificate of Completion
- ✅ Free Future Updates
- ✅ 24/7 AI Tutor Access
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Frequently Asked Questions
Do I need Python experience?
Yes, intermediate Python skills are required. Consider our 10-Day Python Bootcamp if you're new to Python.
Will this help me move away from expensive simulation software?
Absolutely! That's a key goal. You'll gain confidence to build custom simulations in Python instead of relying on costly licenses.
How long does the course take?
Expect 20-30 hours total content including videos, exercises, and projects. Learn at your own pace with lifetime access.
Is this suitable for my industry?
Most likely. The principles apply across industries - manufacturing, logistics, healthcare, finance, mining, transport, and more. If you have any uncertainty, get in touch.
What support is included?
You get lifetime access to our private student community, instructor Q&A, and all future course updates.
What if I'm not confident in my simulation abilities?
Don't worry – this course is built for you, even if you're just starting out! I'll guide you every step of the way, from fundamentals to advanced simulations. With clear explanations, practical examples, and plenty of support, you'll realise just how capable you really are.
What if I don't have expensive software or tools?
You don't need any! This course uses SimPy, a free, open-source Python library. All you need is a computer, Python installed (I'll show you how), and the willingness to dive in - no pricey software or subscriptions required.
What about accessibility for the hard of hearing?
All of the video lessons come with optional English subtitles for viewing without sound or for people with hearing disability. I currently only offer English subtitles.
More From Industry Experts
"Harry is the ultimate professional when it comes to simulation. I had the privilege of working alongside him at Anglo American, where he led the creation of a cutting-edge simulation product from scratch. Harry's ability to bridge simulation, software, and systems engineering while keeping everything practical and results-focused is unmatched."
- Chris Samiullah
Technical Programme Manager at Pydantic
"Working with Harry was an incredible learning experience. His technical mastery of simulation is impressive, but what really sets him apart is his ability to align simulation projects with real-world business challenges. You can trust that Harry's practical insights and dedication will set you on a path to mastering simulation."
- Dr Alastair Heggie
Senior Machine Learning Engineer at Building Atlas
30-Day Money-Back Guarantee
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