just like in our previous examplewe're going to set up little fake dataset of randomly generated page speeds and purchase amountsand ' going to create quirky little relationship between them that' exponential in nature nbuqmpumjcjomjof jnqpsuovnqzbtoq gspnqzmbcjnqpsu oqsboepntffe qbhf qffet oqsboepnopsnbm qvsdibtf"npvou oqsboepnopsnbm qbhf qffet tdbuufs qbhf qffetqvsdibtf"npvou let' go ahead and generate that data we'll use normal distribution of random data for both page speeds and purchase amount using the relationship as shown in the following screenshotnextwe'll split that data we'll take of our dataand we're going to reserve that for our training data so only of these points are going to be used for training the modeland then we're going to reserve the other for testing that model against unseen data