Uzmanlık Alanı
Data science is the discipline of making raw data collectable, cleanable and capable of generating decisions. Establishing data infrastructure, dashboards, statistical analysis and forecasting models (demand, churn, stock) are its basic tools. A good data scientist knows that incorrectly collected data can ruin even the most advanced model and always starts with measurement design.
Danışma Kurulunda Katkısı
In meetings, the Data Scientist questions the data basis of your decisions: what number does this opinion rely on, can the data you have answer this question, which metric is misleading. It transforms the assumptions of marketing and finance experts into testable hypotheses; it tells you today what data should start being collected.
Hangi Konularda Yardımcı Olur?
It provides guidance on topics such as demand forecasting from sales data, customer churn analysis, setting up dashboards and reporting layouts, price-demand relationship analysis, A/B test design and planning data collection infrastructure.