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Data Analytics Fundamentals Flashcards

Technical40 Questions and AnswersFreeUpdated Sep 2026

Data analytics is the practice of collecting, cleaning, examining, and interpreting data so that people can answer questions and make better decisions. This flashcard set introduces the core ideas a beginner needs, starting with what data is and how analysts think about it, then moving through gathering and preparing data, summarizing it with descriptive statistics, presenting findings through clear visuals, and finally applying these skills to realistic decisions. The subtopics build on one another, so reviewing them in order helps the later material make sense.

To study effectively, read each question and answer out loud before revealing the explanation, then check whether you could restate the idea in your own words. Spend a few minutes each day on one group rather than cramming all forty cards at once. When an answer feels unfamiliar, sketch a small example with a handful of numbers, because concrete practice makes abstract terms stick. Finally, return to earlier groups after finishing, since analytics depends on recalling foundational concepts such as variables, distributions, and bias.

1Foundations of Data and Analytics

2Data Collection and Preparation

3Descriptive Statistics and Exploration

4Visualization and Communication

5Applied Analysis and Decision Making

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