8 AI CASE STUDIES
In this chapter we look at actual real-world case studies of AI in action; real-world problems where learning from experience of humans and machines is required. We have to balance the limitation of AI theory, the limitations of AI technology and what we can actually learn from experience practically. We are not going to go deep into the mathematics, however, because we would drift towards ML too far and lose the big picture.
The first case study is an ML problem, the second is an AI problem with an important role for ML and the final case study looks at the hard work of engineering AI technology in a company in the early, embryonic, stages of growing.
8.1 PREDICTING THE PERFORMANCE OF A WAREHOUSE
In this section, we start ...
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