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AI Business / AI Projects / Artificial Intelligence / Book / Machine Learning July 19, 2021
What does it take to make an AI project successful? Considering their high failure rate, it’s a mistake to jump in too quickly without asking this question. I see success factors in four categories: Data, Domain knowledge, Technology, and Team. Most data scientists are taught disproportionately about technology, with little emphasis on the other three […]
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AI Business / AI in Medicine / Applied AI / Artificial Intelligence July 19, 2021
In my previous post I talked about how to identify the opportunities for AI to solve key operational challenges and deliver on organization goals. As I described there, a good place to start is by understanding the categories of AI and ML use cases. The first half-dozen categories were classification, prediction, optimization, robotics and control, […]