Topic desk
Models, explainability, measurement and human decisions
17
context-rich bilingual stories
AI & Data
5 minScope, labels, splits, preprocessing, baselines, training, evaluation, deployment and monitoring introduce new failure modes at every handoff. This guide opens the subject through context, evidence, Bangladesh relevance and practical verification.
AI & Data
5 minF1 is the harmonic mean of precision and recall; it assumes the two error types deserve equal weight, which is not true in every application. This guide opens the subject through context, evidence, Bangladesh relevance and practical verification.
AI & Data
5 minPeople choose the threshold that turns a probability into yes or no; when prevalence, capacity or harm changes, the appropriate threshold changes too. This guide opens the subject through context, evidence, Bangladesh relevance and practical verification.
AI & Data
6 minBatch or streaming pipelines move data through transformations and serving layers; schema drift, late events, duplicates, silent nulls and broken lineage can corrupt results. This guide opens the subject through context, evidence, Bangladesh relevance and pra…
AI & Data
6 minDeep-learning inference on a microcontroller or edge device can offer low-latency, offline feedback, but confidence, sensor noise, latency, power and correction paths determine the human experience. This guide opens the subject through context, evidence, Bang…
