Build Real Quant Trading Tools with Python — In Hours, Not Months
Learn options pricing, backtesting, and portfolio automation — with no fluff, no filler. Just real workflows you’ll actually use.
Built by a professional working in the trading industry — using these tools every day.
I’m a financial data scientist working in the trading industry — and I teach over 125,000 YouTube subscribers how to build real quant tools with Python.
These courses aren’t theoretical. They’re based on what I use day-to-day to analyze markets, manage risk, and build live strategies.
If you’re tired of passive tutorials and want to actually build something that works, start here.
125,000+ Subscribers
Trusted by developers, traders, and analysts around the world.
2 x University Degrees
Academic depth meets practical clarity.
125,000 subscribers
Trusted by developers, traders, and analysts worldwide.
Built from Real Workflows
Learn tools I use in my day-to-day development.
Python for
Finance & Data Science
🧠 Master the Python fundamentals for data-driven finance
📈 Pull and analyze real stock market data
📊 Visualize returns, risk, and portfolio performance
💼 Build dashboards and backtest trading strategies
🤖 Apply machine learning to market prediction
📂 Optimize portfolios with Sharpe ratio & matrix math
🧪 Run real backtests on 500+ stocks
Options Trading with Python
🕒 Learn the essentials in 3 hours of focused content
⚙️ Build a Black-Scholes pricing engine from scratch
📊 Visualize payoff diagrams and option Greeks
🔍 Understand moneyness, volatility, and risk profiles
🔧 Implement covered calls and protective puts
🎯 Learn by doing — build real strategies with Python
🌐 Bonus: Live walkthrough using Bybit Option Constructor
📘 Python for Finance & Data Science
9 hours of step-by-step training — from Python basics to
real portfolio dashboards, strategy backtests, and ML predictions.
⚙️ Options Trading with Python
Master options pricing in 3 hours. Build Black-Scholes tools,
visualize Greeks, and construct real Python-based strategies.
What Students Say
Frequently Asked Questions
Both courses teach real financial coding with practical projects — not academic fluff.
Whether you want to analyze stocks, build dashboards, or understand options pricing, you’ll learn from someone who uses Python daily in a professional trading environment.
Start with the Python for Finance & Data Science course.
It teaches Python from scratch and builds into financial topics like returns, risk, and dashboards — all step-by-step.
Not entirely.
The Options Trading course assumes basic Python skills — like variables, loops, and functions. If you’re not there yet, start with the Python course first.
You’re covered.
If you ever hit a wall, just reach out. You’ll get fast and helpful replies directly from the instructor. The courses are structured clearly, and you’re never alone.
Yes — you’ll get lifetime access to all videos, resources, and updates.
No deadlines, no pressure. Learn when it fits your schedule.
Pick the course that fits your level — or enroll in both.
This is your shortcut to mastering Python for real-world finance and trading.
Turn your Python skills into
real trading & investing tools
Pick the course that fits your level — and start building tools you’ll actually use.