Data Science
Skip to content Context Engineering Context Select Maintain Evaluate Sources AI Architecture Series What your model needs to see. You ask an assistant a simple question: […]
Cognitive Bias — 7 Traps in Data-Driven Decisions Skip to content Cognitive Bias Meaning Evidence Judgment Practice Sources Data & Decision Making Series Cognitive bias. The […]
The History of Design Patterns — From Buildings to Software Skip to content Design Patterns Origins GoF Beyond GoF Today Sources Software Design Series Design patterns. […]
Statistical Lies — How Numbers Mislead Skip to content Statistical Lies Meaning Charts Data Claims Sources Statistical Thinking Series Statistical lies.Real numbers.False impressions. Ten ways statistics […]
Think With AI — Keep the Thinking Skip to content Think With AI The stakes Expand Write Edit Sources Human Judgment Series · A practical essay […]
The Backward Pass — Backpropagation as a Sensitivity Program Skip to content The Backward Pass ForwardBackwardExperimentAt scaleSources Learning Systems Series · Backpropagation The backwardpass. Your loss […]
LLM Fine-Tuning Techniques — Twelve Methods, Four Different Decisions Skip to content LLM Fine-Tuning The mapThe parametersThe learning signalThe experimentSources LLM Engineering · A Practical Field […]
Fine-Tuning That You Can Prove — Ten Steps from Goal to Deployment Skip to content Proving Fine-Tuning The goalThe baselinesThe trainingThe releaseSources LLM Engineering · From […]