I made this thermometer. The video pretty much explains it all. :]
Later on, I replaced the thermistor with a packaged temp sensor from microchip. It was one that just outputs an analog voltage proportional to the temperature. Using this, I could use the same circuitry with more accurate results, and a less complicated algorithm.