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[MUSIC] Okay. I promised to tell you how to time a function. Its very easy with MATLAB. You time a function with the help of two other functions called tick and tock. The names are supposed to sound like a clock ticking, you know, tick, tock. Tell you what, go rent an old horror movie, they have lots of tick tocking clocks in them. Anyway, tick and tock work more like a stopwatch than a clock. Tick starts the stopwatch, tock stops it. Well, lets time something. Lets times sum, adding up the first thousand positive numbers. Well, I thought it would never get done. That took, what? A little over 1,000th of a second. Lets give it more work. There, a million numbers. That took a whole 100th of a second. Okay. Time to really put it to work. Lets give it 100 million numbers. One second. These computers are pretty fast. But lets run this much slower function instead. Its one that Ive got over here called noprealloc. Well find out what that strange name means in a minute. And lets pu