Beginner
Foundations every trader needs before placing a single trade.
Intermediate
What separates first-month traders from one-year traders.
Why P/E ratios mislead more often than they illuminate
The most-cited valuation metric in finance education obscures more than it reveals. A short tour of when P/E is signal, when it's noise, and why a P/E of 50 isn't always 'overvalued.'
Why mean-reversion is the closest thing finance has to gravity
Extreme prices revert. Not always, not on your schedule — but the tendency is real enough to build strategies around. The trap is confusing 'eventually' with 'soon.'
Pro
The thinking patterns of professional analysts and PMs.
Risk vs. uncertainty: Knight, Kahneman, and a Mauritian sugar export
A 100-year-old distinction between risk (you know the odds) and uncertainty (you don't) matters more for trading decisions than any modern risk-management textbook lets on.
Position sizing: Kelly, fractional Kelly, and why most students get it wrong
Position sizing is the single biggest source of returns variance among traders with similar theses. The Kelly criterion gives you the formula; the trap is using it without modification.
What's missing from the sample
The 35+ lessons not shown here include: options pricing intuitions (Black-Scholes without the math); factor models and how to use them; reading a 10-K in 60 seconds; building a discounted cash flow without overfitting; how Mauritian and African market dynamics differ from US; volatility regimes and how to spot them; behavioral biases in finance; macroeconomic indicators that actually matter for trading; constructing your own risk model.
More lessons are available inside the Zunko app — covering options intuitions, factor models, reading a 10-K, discounted cash flow, behavioral biases, and African and Mauritian market dynamics. Download the app to access the full curriculum.
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