EssayBuilding Intelligent Automation Systems
The discipline of small agent counts, and what nobody tells you about the long tail of production failures.
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EssayData Science in Practice
Three projects where the modeling was the easy part, and why data science is mostly translation work.
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EssayThe Future of AI in Business Operations
Four patterns showing up in real AI deployments, and why the value is going to live in the unglamorous middle.
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EssayMachine Learning for Predictive Analytics
Three forecasting projects that worked and didn't, and the validation strategy nobody asks about until it's too late.
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EssayBuilding Cloud-Native Data Architecture
The parts of cloud architecture that don't fit on the diagram, and why subtraction is the actual creative act.
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EssayData Ethics and Responsible AI
Why most AI ethics writing is the problem it's trying to describe.
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EssayData Visualization Best Practices
Why subtraction is the discipline in data visualization.
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EssayNLP for Customer Insights: Beyond Sentiment Analysis
The limits of sentiment dashboards, and the techniques that actually surface what customers are saying.
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EssayThe Art and Science of Data-Driven Decision Making
Why "data-driven" is a phrase that's been hollowed out by repetition.
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EssayThe Intersection of Music and Data Visualization
Why music has been the original data visualization all along.
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