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A sequence, not a shortcut

Stocks
learning path.

From owning a share to challenging a valuation. Work through 18 lessons in order, or return to the stage that needs more attention.

The stocks learning path links business ownership, financial statements and valuation scenarios.
STAGE 01

Get the mechanics right

Build a vocabulary you can use without hiding behind it.

  1. A share is a slice of a business Beginner · 7 min
  2. Orders: price control versus execution certainty Beginner · 7 min
  3. Read the business behind the ticker Beginner · 7 min
  4. Price is visible. Value is an estimate. Intermediate · 7 min
  5. Dividends, splits and the total-return picture Beginner · 7 min
  6. Look inside the basket Beginner · 7 min
Pause and applyExplain the last two lessons to someone who has never traded. Identify one simplification in each example.
STAGE 02

Connect the moving parts

Bring product structure, costs and decisions into the same explanation.

  1. Why good earnings can meet a falling share price Intermediate · 7 min
  2. Build a research note you can challenge Intermediate · 7 min
  3. Earnings quality: tracing profit into economic reality Intermediate · 8 min
  4. Balance-sheet resilience: surviving the calendar Advanced · 8 min
  5. Normalized cash flow: separating a harvest from a habit Intermediate · 8 min
  6. Valuation scenarios: making assumptions agree Advanced · 8 min
Pause and applyWrite a scenario where the apparent opportunity disappears after costs, constraints or an adverse price move. State the numbers and the assumptions separately.
STAGE 03

Challenge the comfortable assumptions

Study the situations where a simple model or confident narrative breaks down.

  1. Buybacks: per-share arithmetic versus value creation Intermediate · 8 min
  2. Short selling: the borrow is part of the position Advanced · 8 min
  3. Sector comparisons: why identical multiples are not equal Intermediate · 8 min
  4. Stock compensation: cash preserved, ownership shared Advanced · 8 min
  5. Beyond headline debt: pensions, leases and commitments Advanced · 8 min
  6. Capital allocation: growth that earns its keep Advanced · 8 min
Pause and applyChoose a fictional business and separate revenue growth, profitability, cash conversion and financing. Build a downside case before choosing a valuation multiple.
Completion means you have read the material, not that a product is suitable or that you are ready to trade. Use the practice lab before adding real-world stakes.
Continue to the practice lab →

Turn the lessons into a business explanation

Carry one fictional company through the path. Keep separate columns for operating profit, cash generated, financing obligations and shares outstanding. A rise in earnings per share can come from a smaller denominator; a rise in cash can come from borrowing. Neither observation alone establishes a stronger business. Trace the source of each change before choosing a valuation multiple.

Finish with a base case and an adverse case that use consistent assumptions. If growth requires investment, include that cash outflow; if funding needs new shares, carry dilution into the per-share result. Record what information is missing and which conclusion depends on it. A defensible range with visible gaps is more useful than a precise target whose inputs contradict one another.