High ROI Data Science

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It's put up or shut up time for Data Science teams. When the business depends on our work for revenue growth, success is expected. Failure is fatal.
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Data Engineering was a great start but supporting an experimental Data Science process requires the role to evolve.
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Zillow's Data Science failures were apparent. Most businesses struggling with Data Science are not. Zillow took the bold step of throwing their Data…
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We're going through a layoff cycle that will accelerate in the coming months. Some think this will be like the Dot Com bust, but I see planning that's…
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Full disclosure: I have a hard sciences background. I am not a hard sciences researcher. I have no PhD and do not publish research which adds to the…
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Businesses are used to paying more than you think for Data Science consultants and freelancers. However, you must know how to price and justify your…
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Leadership is a rewarding track that few Data Scientists consider seriously. Being successful requires us to adopt an unfamiliar capability set. We must…
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This is a living document with a comprehensive list of AI Strategy KPIs. It will be updated regularly.
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In the introduction to the series, I must explain the limitations of Causal ML as well as a basic applied framework. Causal ML is not perfect but it is…
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Career paths for Data Scientists are like Big Foot. Some people claim to have seen it but most of us aren't sure they actually exist. Let's talk about…
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I talk about connecting business metrics to model metrics. Benchmarks are a good framework for achieving that. However, you have to avoid the gaps that…
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Part 1 covers creating job descriptions and screening resumes. The change in focus from skills to capabilities helps me hire faster and improve employee…
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