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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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Applied AI / Artificial Intelligence / Big Data / Book / Introductory June 6, 2021
As I introduced earlier, AI is moving from a research endeavor to an applied art. Enterprises are starting to deploy AI to solve real-world problems. There are gaps as theory struggles to meet the challenges of practice, and these gaps lead to failed or underperforming AI and ML projects. This situation is shown in the […]