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In this tutorial, the presenter explains that they will start with the basics and use the data set of the S&P 500 index for their demonstration. They acknowledge the difficulty of obtaining sophisticated data sets and suggest using available data sets for feature creation. They mention the possibility of using daily factor values, such as momentum factor or price to value, to measure future outcomes. This approach can be applied to other data sets as well.