Today, 07:55 | view 👀:0 | 🙍 oneddl | redaktor: book24h | Rating👍:

Grokking Statistics A friendly guide for beginners [#1042235]

Name: Grokking Statistics A friendly guide for beginners
Author: book24h

"An excellent, playful introduction to foundational statistical ideas and calculations."
-Matthew Housley, Co-author of Fundamentals of Data Engineering
Grokking Statistics makes the core ideas of statistics intuitive, practical, and surprisingly entertaining. Using relatable examples, illustrations, and clear explanations, Thomas Nield shows you how to reason about uncertainty, draw useful conclusions from data, and recognize when the numbers themselves may be misleading. You'll learn to move beyond deterministic thinking and develop the skeptical, questioning mindset that good statistical analysis requires.
Starting with the relationship between samples and populations, you'll build a practical understanding of probability distributions, the normal distribution, the central limit theorem, confidence intervals, hypothesis testing, and linear and logistic regression. Along the way, you'll apply these ideas to examples ranging from manufacturing tolerances and business decisions to tornado data and toddler meltdowns. Python handles the calculations so you can concentrate on what the results mean and when you should trust them.
Just as importantly, Grokking Statistics teaches you to question data itself. You'll learn to look for biased samples, questionable assumptions, misleading metrics, overfitting, p-hacking, and other ways statistical reasoning can go wrong. These are essential practical skills. They matter whether you're evaluating a research finding, analyzing business data, building a software product, or assessing the performance of a machine learning model.
Clear Python examples explain the concepts throughout the book. Thomas's practical, sometimes whimsical approach keeps the focus on understanding rather than memorizing formulas. Reviewer Mark J. Miller of Route.com says, "With practical, entertaining examples, you'll learn key principles and skills that will level up your BS detector!" Reviewer Thomas Briegel of Plaurag Edelmetalle GmbH calls it an "accessible and practical introduction to statistics that avoids intimidating math."
True to the promise of "grokking," this book brings your understanding of statistics to a point deep enough to use confidently-and to know how to question conclusions drawn from data. You'll come away ready to make smarter decisions under uncertainty, evaluate claims critically, and put statistical thinking to work wherever data is involved.
What's inside
* Quantify real-world uncertainty
* Evaluate classification models using precision and recall metrics
* Avoid devastating logical fallacies, data drift, and p-hacking

Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me

ClicknUpload
m64mb.7z
Rapidgator
m64mb.7z.html
DDownload
m64mb.7z
FreeDL
m64mb.7z.html

KatFile
m64mb.7z.html

Links are Interchangeable - Single Extraction

⚠️ Dead Link ?
You may submit a re-upload request using the search feature. All requests are reviewed in accordance with our Content Policy.

Request Re-upload

Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.

Grokking Statistics A friendly guide for beginners [#1042235]

Comments (0)

Log in