A complete foundation for Statistics, also serving as a foundation for Data Science. Leanpub revenue supports OpenIntro (US-based nonprofit) so we can provide free desk copies to teachers interested in using OpenIntro Statistics in the classroom and expand the project to support free textbooks in other subjects. More resources: openintro.org.
The most successful calculus textbook in history — now in English for the first time.
The most successful algebra textbook in history — now in English for the first time.
The most successful algebra textbook in history — now in English for the first time.
This is a collection of 16 game starter kits guiding you in developing games for Phaser v3.16+ APIs. Each chapter is easy to read, humorous approach to game development, these self-contained tutorials are perfect for novices, experienced full-stack programmers, or anyone creating single-player games with their own artwork and features.
This book describes the process of analyzing data. The authors have extensive experience both managing data analysts and conducting their own data analyses, and this book is a distillation of their experience in a format that is applicable to both practitioners and managers in data science. Printed copies are available through Lulu.
This book aims to be the comprehensive manual for type-level programming. It's about getting you from here to there---from a competent Haskell programmer to one who convinces the compiler to do their work for them.
Data analysis is now part of practically every research project in the life sciences. In this book we use data and computer code to teach the necessary statistical concepts and programming skills to become a data analyst. Instead of showing theory first and then applying it to toy examples, we start with actual applications and describe the theory as it becomes necessary to solve specific challenges. The book includes links to computer code that readers can use to follow along as they program.
The book provides a modern look at introductory Biostatistical concepts and the associated computational tools using the latest developments in computation and visualization in the R language environment. The book includes practical data analysis based on datasets that can be downloaded here: https://github.com/muschellij2/biostatmethods.
The book provides a modern look at introductory Biostatistical concepts and the associated computational tools using the latest developments in computation and visualization in the R language environment. The book includes practical data analysis based on datasets that can be downloaded here: https://github.com/muschellij2/biostatmethods.
This book is written to simplify statistics to those who used to struggle with it. This book is written in a simplified way that is suitable for absolute beginners who wish to learn medical statistics.It is practice oriented with many tips and instructions that make the statistical analysis easier.
Every spreadsheet tells many stories - this book tells you how to ask the right questions.
"The AI confirmed X for me" used as proof of X. Outputs that sound brilliant but don't hold up to a severe re-reading. A three-page "AI policy" that nobody reads. Sound familiar? Thinking with LLMs, the Right Way is the system of critical thinking applied to LLMs: the Thinking-With Triangle (Intent / Adversary / Editor), the four meta-decisions of governance, the Socratic and adversarial practices for investigating and verifying. Not prompt engineering: the method for not letting yourself be mirrored.
This book brings the fundamentals of R programming to you, using the same material developed as part of the industry-leading Johns Hopkins Data Science Specialization. The skills taught in this book will lay the foundation for you to begin your journey learning data science. Printed copies of this book are available through Lulu.
Scoring Sound covers the basic approaches to sound synthesis, algorithmic composition and instrument design in SuperCollider. This tutorial has been used in workshops around the world for over a decade, and was included in the MIT Press SuperCollider Book.