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What's Included

// Free

The Foundations

Everything on this site — the explainers, the basic template, the stock basics, the original notes. Free, always. The foundation is here for anyone who wants it.

Read it, use the builder, understand the concept. No cost, no signup required.

Free All site content — no account needed

Course Outline

What you'll learn,
module by module.

01

What Is An Algorithm — Really

Strip away the hype. Understand what an algorithm actually is, where it came from, and why the math hasn't changed in 50 years. Start with series equations and work forward.

Series equations mx + b explained Input vs output Why your input matters most
02

Reading Stock Charts

Learn to see the patterns that repeat in every market. Head and Shoulders, uptrends, trading ranges. Your algorithm needs to recognize these shapes before it can predict them.

Chart patterns Head & Shoulders Segments vs curves Finding the ? point
03

Choosing Your Variables

The most important module. What inputs will you use? How do you know which variables actually influence your outcome? Learn to pick inputs based on what you genuinely know.

Variable selection Static vs dynamic inputs Weighting variables Your knowledge as your edge
04

Building In Excel

Take your variables and build a working model in Microsoft Excel — a tool most people already have. Set up the formula, plug in historical data, and run your first prediction.

Excel setup 64-variable framework Charting your output Template download
05

Testing & Finding The Pattern

Run your model across multiple historical data points. Look for where it gets it right and where it gets it wrong. The pattern that emerges is your algorithm taking shape.

Historical back-testing Pattern recognition Refining variables Measuring accuracy
06

Extrapolating To The Future

Once you have the pattern, project it forward. Learn to extrapolate your model to a future date and arrive at your own calculated, defensible prediction.

Extrapolation methods Confidence intervals Managing uncertainty Making your first real prediction
07

Beyond Stocks — Algorithms For Life

Apply the same framework to any decision with measurable variables. Real estate, business forecasting, personal finance, career moves. An algorithm is just structured thinking — use it everywhere.

Real estate applications Business forecasting Personal finance Building unlimited models

If you can count, you can do this.

Retail investors

Tired of following tips from people who don't know your situation. Ready to build a model based on what you actually understand and believe.

Curious everyday people

You've heard "algorithm" a thousand times and want to actually understand what it means — not the tech version, the real version.

Small business owners

You already make decisions based on variables you track in your head. This course teaches you to put that on paper and make it predictive.

Anyone who uses Excel

If you can build a spreadsheet you can build an algorithm. This course uses tools you already have — no coding, no software purchases required.

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