Data Analytics in Practice

Turn raw campus, product, and operations data into charts and narratives that change a meeting. This ebook skips tool worship. It shows how to frame a question, clean a dataset, pick a visual, and present a recommendation with the caveats still attached. You will learn • Question-first analysis instead of dashboard clutter • Spreadsheet-to-SQL thinking without the jargon wall • Metrics that matter versus vanity counts • A repeatable weekly reporting rhythm Ideal for analysts, operations leads, and instructors teaching applied data skills.