andmetead
andmetead, or data science in English, is an interdisciplinary field that seeks to extract knowledge from data through scientific methods, algorithms, and systems. It combines statistics, computer science, and domain expertise to collect, clean, analyze, model, and communicate data-driven insights.
Core activities include data engineering (building data pipelines and storage), exploratory data analysis, statistical modeling, machine
History and scope: The term gained prominence in the early 2000s as organizations sought to formalize data-driven
Education and careers: Training typically covers programming (Python or R), statistics, data wrangling, machine learning, and
Ethics and governance: Data quality, privacy, consent, bias, and accountability are central concerns. Reproducibility and transparent
Trends: The field continues to evolve with advances in AI and automation, large-scale models, and emphasis on