{"product_id":"data-analytics-foundations-developer-editorial-9798198036314","title":"Data Analytics Foundations: A Practical Beginner's Textbook for Excel, SQL, Python, Statistics, Visualization, Dashboards, and Business Decision-Makin","description":"\u003cp\u003e\u003cb\u003eData Analytics Foundations\u003c\/b\u003e is a practical beginner's textbook for learners who want to understand data analytics from the ground up and use it with confidence in school, business, and career settings.\u003c\/p\u003e\u003cp\u003eThis book is designed for independent learners, college students, career changers, business professionals, and anyone who wants a clear path into data analysis without getting lost in scattered tutorials. Instead of teaching tools as isolated tricks, it explains the full analytics workflow: asking better questions, collecting useful data, cleaning messy datasets, exploring patterns, using statistics responsibly, building visualizations, creating dashboards, interpreting results, and communicating insights for better decisions.\u003c\/p\u003e\u003cp\u003eInside, readers learn the core skills behind modern data analytics, including spreadsheet thinking, Excel analysis habits, SQL querying, Python and pandas foundations, descriptive statistics, probability, sampling, regression, visualization design, dashboard planning, data ethics, model evaluation, and analytics project workflow. Each chapter is built like a guided learning experience, with clear explanations, worked examples, key ideas, common mistakes, practice tasks, reflection prompts, and applied project connections.\u003c\/p\u003e\u003cp\u003eThe book is especially useful for beginners who want to move beyond memorizing commands. Readers learn how analysts think: how to define a business problem, identify the right variables, question data quality, choose useful charts, compare groups, spot misleading averages, avoid weak conclusions, and turn analysis into a decision-ready recommendation. The goal is not only to \"use data,\" but to understand what the data can and cannot prove.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eData Analytics Foundations\u003c\/b\u003e also supports learners preparing for entry-level data analyst, business analyst, operations analyst, marketing analyst, and reporting roles. It introduces the language employers expect: metrics, KPIs, joins, filters, grouping, aggregation, missing values, outliers, distributions, correlation, regression, classification, dashboards, stakeholder questions, data governance, and ethical decision-making.\u003c\/p\u003e\u003cp\u003eReaders will practice how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild an analytics question before touching the dataset\u003c\/li\u003e\n\u003cli\u003eClean and organize data for trustworthy analysis\u003c\/li\u003e\n\u003cli\u003eUse Excel-style thinking for quick investigation\u003c\/li\u003e\n\u003cli\u003eUnderstand SQL queries for filtering, grouping, joining, and summarizing data\u003c\/li\u003e\n\u003cli\u003eUse Python concepts for reproducible analysis\u003c\/li\u003e\n\u003cli\u003eApply statistics without overcomplicating the math\u003c\/li\u003e\n\u003cli\u003eCreate charts that explain instead of decorate\u003c\/li\u003e\n\u003cli\u003eDesign dashboards around real decisions\u003c\/li\u003e\n\u003cli\u003eEvaluate simple predictive models carefully\u003c\/li\u003e\n\u003cli\u003eCommunicate findings in plain, professional language\u003c\/li\u003e\n\u003cli\u003eComplete a capstone-style analytics project from question to recommendation\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis textbook is written in a mature, step-by-step style for real learning. It avoids shallow shortcuts and focuses on durable foundations: the habits, vocabulary, methods, and judgment that make analytics useful in the real world.\u003c\/p\u003e\u003cp\u003eWhether you are starting a data analytics course, building career skills, preparing for a data analyst portfolio, or trying to understand how organizations use data to make decisions, \u003cb\u003eData Analytics Foundations\u003c\/b\u003e gives you a structured, practical path from beginner knowledge to confident applied analysis.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Developer Editorial\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798198036314\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/21\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 166\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.60lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.35d","brand":"Developer Editorial","offers":[{"title":"Paperback","offer_id":48801551876351,"sku":"9798198036314","price":17.5,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/data-analytics-foundations-developer-editorial-9798198036314","provider":"WR Book House","version":"1.0","type":"link"}