Fun guide to learning Bayesian statistics and probability through unusual and illustrative examples.
Probability and statistics are increasingly important in a huge range of professions. But many people use data in ways they don't even understand, meaning they aren't getting the most from it. Bayesian...
Immerse yourself in learning Python and introductory data analytics with this book’s project-based approach. Through the structure of a ten-week coding bootcamp course, you’ll learn key concepts and gain hands-on experience through weekly projects.
Each chapter in this book is presented as a full week of...
Object-oriented programming (OOP) is the foundation of modern programming languages, including C++, Java, C#, Visual Basic .NET, Ruby, Objective-C, and Swift. Objects also form the basis for many web technologies such as JavaScript, Python, and PHP.
Get the skills you need to read and speak English with confidence!
Learn how to read and speak English with this easy-to-use workbook. Dozens of manageable, bite-sized lessons take you through the basics of the English language. Three-page units cover each subject, which can be completed in just 20...
The GIMP Bible is the ultimate reference and guide to the free, recently updated, photo-editing software - GIMP. Due to its license-free application, this Adobe Photoshop-like image manipulation program is probably the most-used software in the world. If you're a beginner photographer or a professional, then this detailed how-to guide will...
Most security professionals don't have the words "security" or "hacker" in their job title. Instead, as a developer or admin you often have to fit in security alongside your official responsibilities - building and maintaining computer systems. Implement the basics of good security now, and...
Do you pull out your credit card when you know you shouldn’t? Do you watch others make a purchase and decide to make the same one, despite the fact that you have neither the money nor the need for it? Do you find yourself ignoring your bank statements because you’re afraid of what they might show?Many, if not most, Americans would...
This book provides a complete and modern guide to web scraping, using Python as the programming language, without glossing over important details or best practices. Written with a data science audience in mind, the book explores both scraping and the larger context of web technologies in which it operates, to ensure full...
Previous editions of this popular textbook offered an accessible and practical introduction to numerical analysis. An Introduction to Numerical Methods: A MATLAB® Approach, Fourth Edition continues to present a wide range of useful and important algorithms for scientific and engineering applications. The authors...
An eye-opening report from an award-winning author and former New York Times reporter reveals the link between teenage marijuana use and mental illness, and a hidden epidemic of violence caused by the drug—facts the media have ignored as the United States rushes to legalize cannabis.
Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential equations in target tracking and medical...
