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2011) earlier in this chapter. We waved our finger in the air to select 64, so some experimentation and optimization are warranted at your end if you feel like it. 2011) is made up of the natural language of reviews from the publicly available Internet Movie Database (IMDb; imdb.com ). Note: Maas, A., Example 11.14
2011 Turing Award winner Judea Pearls landmark work The Book of Why (2020) explains it well when he states that correlation is not causation and you are smarter than your data. Organizations are now moving past early GenAI experimentation toward operationalizing AI at scale for business impact.
We data scientists now have access to tools that allow us to run a large numbers of experiments, and then to slice experimental populations by any combination of dimensions collected. Make experimentation cheap and understand the cost of bad decisions. This leads to the proliferation of post hoc hypotheses.
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