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AI in Medicine / AI Systems / Applied AI / Artificial Intelligence / Intelligence Amplification / Machine Learning August 13, 2021
Should companies base AI systems on knowledge or data? The answer may surprise you: the best AI systems today use both. If you’ve come to AI in recent years, you might be surprised to learn that early AI applications were almost exclusively logic-based: models were built from facts and rules, not learned from data. MYCIN […]
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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 […]