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SKU/Artículo: AMZ-B0FNGS5NLS

STATISTICS FOR DATA SCIENCE QUICKBOOK: Essential Concepts, Tests, and Tools Made Simple

Format:

Kindle

Kindle

Paperback

Detalles del producto

Disponibilidad:
Fuera de stock

Peso con empaque:
0.36 kg

Devolución:
No

Condición
Nuevo

Producto de:
Amazon

Viaja desde
USA

Sobre este producto

Statistics shouldn’t slow you down. It should power your decisions.Cut past dense theory and learn exactly which test to run—and why—so you can ship insights with confidence.The Elite Prep Series™ QuickBook that turns “I think” into “I know.” Designed for busy analysts, students, and professionals who need practical, plain-English stats for real projects.Who this is for If you work with data—marketing, product, healthcare, education, research, or ops—and want fast, reliable answers you can explain to non-experts, this book is for you.Inside you’ll learnChoose the right test using a simple decision treeNail descriptive statistics: mean/median/mode, standard deviation, IQRMake clean visuals: histograms, box plots, bar charts that persuadeMaster hypothesis testing without jargon (p-values + confidence intervals)When to use t-tests vs. ANOVA—and what the results really meanBuild intuition for regression and correlation you can defend in meetingsRun non-parametric tests (chi-square, Mann–Whitney, Kruskal–Wallis) wiselyCheck assumptions, report effect size, and avoid common pitfallsDesign better surveys, samples, and A/B testing that hold up under scrutinyReplicate results fast in Excel, R, and Python with step-by-step guidanceHow it works Short, focused chapters move from foundations to application. Each concept is shown with a small, traceable dataset, then mirrored in software so you can do and not just read. Exercises follow a consistent pattern—Dataset → Question → Answer → Explanation → What to Watch For—so you build muscle memory across real scenarios. You’ll see where assumptions matter, how to pair significance with plain-English interpretations, and how to communicate outcomes stakeholders trust.ExtrasElite Quick Reference Toolkit: decision-tree chooser, formula sheet, and assumption checklistApplied case studies (business, healthcare, education) to model end-to-end thinkingA 30-day practice plan to cement skills and keep momentumBuilt-in answers and explanations so you can self-check immediatelyWhy this QuickBookPractical over performative: lean explanations, immediate practiceStructured for speed: find what you need in minutes, not hoursTransferable skills: the same reasoning works across tools and teamsCredibility you can show: transparent methods, effect sizes, and clean visualsPosition yourself to lead with evidence—whether you’re prioritizing a feature, assessing a campaign, or presenting to the board.Ready to begin? Open to any page, run a test with confidence, and tell a clearer story with your data. Your work deserves conclusions you can stand behind.

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