Your Path
From Free Research to Production-Ready ML Systems
Start with our research one-pagers. Go deep with a flagship course. Or get everything in one decision.
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Research One-Pagers
GPT-augmented momentum strategy findings — our methodology and results.
Free
No credit card required
✓ Momentum + ML strategy overview
✓ GPT governance framework summary
✓ Key performance findings
✓ Walk-forward validation insights
📧 Download the PDFs instantly. No credit card required.
Download Free One-Pagers →Want the full strategy?
Most Popular
GPT-Augmented Momentum Strategy
Build a production ML trading system with GPT acceleration and human governance.
$149
One-time · $198 value
📕
Includes: XGBoost Strategy E-Book ($49 value) — the companion reference for the gradient boosting methodology behind the course.
✓ 8 production-ready Jupyter notebooks
✓ Walk-forward validation & leakage controls
✓ Cross-sectional momentum signals
✓ GPT-augmented research workflow
✓ Complete in days, not months
✓ Data leakage detection framework
Upgrade path → Get the Complete Bundle ($399) and add Practical ML, Applied ML e-book, code templates, and every course on the platform.
Get GPT Strategy Course →Want ML foundations?
Comprehensive ML
Practical ML in Finance
Master machine learning for quantitative finance — from foundations through advanced ensemble methods.
$199
One-time · $266 value
📘
Includes: Applied ML in Finance E-Book ($49 value) — 500+ page reference with interactive notebooks and 8 ML model implementations.
Foundations $49→Feature Eng $59→Models $79→Advanced $79
✓ 100+ video lessons across 4 modules
✓ Foundations → Feature Eng → Models → Advanced
✓ 25 structured modules with exercises
✓ Step-by-step progression path
✓ Save $67 vs buying modules individually
✓ Applied ML in Finance e-book included
Buy modules separately → Start with Foundations ($49) and add modules as you progress. Or get all 4 bundled here for $199.
Get Practical ML Bundle →Want everything?
Complete Access
The Complete Bundle
Every course, book, code template, and download. One decision — own it all forever.
$399
$855 value · save 53%
🚀
GPT-Augmented Momentum Strategy$149 value
8 production notebooks · XGBoost Strategy e-book included
📊
Practical ML in Finance — Complete$199 value
100+ video lessons · 25 modules · Applied ML in Finance e-book included
🛠️
Premium Code Templates$50 value
Python notebooks · financial data tools · ML pipeline starters · project notebooks
✓ Both flagship courses ($348 value)
✓ Both companion e-books ($98 value)
✓ All 22 courses & downloads
✓ Premium code templates & notebooks
✓ Python, Trading & ML paths included
✓ Own forever — one-time payment
GPT StrategyPractical MLApplied ML BookXGBoost BookCode TemplatesTrading CoursesPython & Data
Also available: Annual Pass at $249/year — same access with ongoing updates and community.
Get Complete Bundle →Just need the code?
Code & Tools
Premium Code Templates
Production-ready Python notebooks, financial toolkits, and ML pipeline starters for quantitative finance.
$50
One-time · included in Bundle
✓ Python programming notebooks
✓ Financial data visualization code
✓ Trading system templates
✓ ML pipeline starter code
✓ Portfolio construction tools
✓ Project notebooks
Already included → Premium Code Templates are included free in the Complete Bundle ($399). Buy standalone if you just need the code.
Get Code Templates →Digital Hub Insights — Quantitative finance research powered by first-principles thinking and GPT-augmented methodology.
