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Domain expertise and business acumen are different. Business acumen covers how businesses and marketplaces work. It covers the dynamics of companies and how they operate. Domain expertise covers how industries and functional areas within the business work.
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Am I going to talk about Roe vs. Wade? No. There is nothing to say that has not been said for over 30 years. The words are ingrained in American popular culture. The Handmaiden's Tale comes to mind first, but the list of dystopian books is lengthy. 1984 and Animal Farm also come…
Thank you for subscribing. I understand reading this newsletter is not always easy. My job is to challenge established ideas. It is not easy to have our systems and hierarchies challenged weekly. The constant barrage is tiring but also changes how our minds work.
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Hiring for data professionals is slowing across roles. The hiring freezes are cutting deep. As businesses report lower revenues and slowing growth over…
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I realized early on that most people who use causal methods do not entirely understand them. Do-calculus is deep math. Judea Pearl does a lot to…
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I was listening to an interview this morning, and the question was asked, “Which companies will be the big winners from crypto and Web3?” This question…
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When businesses start with data, talent is scattered throughout the company. Analysts and even Data Scientists are in different business units. Data and…
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Thank you all for being subscribers. Last week was the actual ending of my content drought. I covered a lot of ground and opened up even more. Causal…
Sorry, it was too easy not to do. This image is the blueprint for a modern model training pipeline and corresponding workflow. You might remember…
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These are confusing times, both economically and technically. As data science's power progresses and proves out, so do our critics. Data science is…
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Thank you all for subscribing and staying with me through the end of my content drought. This was originally going to be a post about value-centric data…
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High ROI Data Science

Data Science. Strategy, monetization, career advice, data literacy, and concept deep dives.
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