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[MUSIC] Today we will talk about algorithms for finding regulatory motifs in DNA. And we will start from game when we will be implanting patterns in random strings. Letamp;#39;s generate ten random sequences. And then letamp;#39;s take a 15-nucleotide-long pattern, and insert it at random positions in these ten sequences. Now, turn your head, I will hide these patterns, and tell me where these patterns are. What algorithm should you run to figure out where I have inserted this pattern? And you already probably recognized that if we slightly modified our frequent words problem, we will find the pattern I have inserted. Indeed, you can concatenate all the sequences and find the most frequent word in the resulting concatenate. The implanted pattern will appear ten times in this concatenate. It is surprisingly frequent, which will most most likely mean that it was the pattern that I have inserted. Now let me change the experiment slightly. Now instead of the patterns that I implant witho
