Bollinger Bands are a 20-period moving average with bands two standard deviations above and below. When volatility drops, the bands squeeze together. When it expands, they widen. About 95% of closes fall inside the bands.
The full lesson covers the two opposite ways to trade them (and when to use each), plus "walking the band" in trends.