A short course for students to increase their proficiency in analyzing and interpreting data visualizations. By completing this short course students will be able to explain the importance of data literacy, identify data visualization issues in order to improve their own skills in data story-telling. The intended outcome of this course is to help s...
What could be more satisfying than building a whole computer, from scratch? You might think it's impossible these days, but we've found a band of makers who are re-creating the clicky switches and flashing LEDs of a bygone age. Have a go yourself!
- Design, sustainability and ethics with Jude Pullen;
- Add much-needed safety features ...
Every Database Administrator, developer, report writer, and anyone else who writes T-SQL to access SQL Server data, must understand how to read and interpret execution plans. My book leads you right from the basics of capturing plans, through how to interrupt them in their various forms, graphical or XML, and then how to use the information you fin...
It is increasingly clear that the shapes of reality - whether of the natural world, or of the built environment - are in some profound sense mathematical. Therefore it would benefit students and educated adults to understand what makes mathematics itself 'tick', and to appreciate why its shapes, patterns and formulae provide us with preci...
Writing Guide with Handbook aligns to the goals, topics, and objectives of many first-year writing and composition courses. It is organized according to relevant genres, and focuses on the writing process, effective writing practices or strategies - including graphic organizers, writing frames, and word banks to support visual learning - and conven...
For healthcare professionals, clinical education is foundational to the learning process. However, balancing safe patient care with supportive learning opportunities for students can be challenging for instructors and the complex social context of clinical learning environments makes intentional teaching approaches essential. Clinical instructors r...
Spring Data's mission is to provide a familiar and consistent, Spring-based programming model for data access while still retaining the special traits of the underlying data store.
It makes it easy to use data access technologies, relational and non-relational databases, map-reduce frameworks, and cloud-based data services. This is an umbre...
Introductory statistics courses prepare students to think statistically but cover relatively few statistical methods. Building on the basic statistical thinking emphasized in an introductory course, a second course in statistics at the undergraduate level can explore a large number of statistical methods. This text covers more advanced graphical su...
Introduction to Financial Mathematics: Concepts and Computational Methods serves as a primer in financial mathematics with a focus on conceptual understanding of models and problem solving. It includes the mathematical background needed for risk management, such as probability theory, optimization, and the like. The goal of the book is to expose th...
HD movies and videos, gigabyte photo and music collections, extreme games ... today's digital content is bigger and better than ever. And now you (and many others!) are interacting with this content simultaneously on an expanding range of Wi-Fi devices, from smartphones, tablets, and laptops to consumer electronics and appliances. The Wi-Fi of...
The purpose of this book is to give you a thorough introduction to competitive programming. It is assumed that you already know the basics of programming, but no previous background in competitive programming is needed.
The book is especially intended for students who want to learn algorithms and possibly participate in the International Olympi...
Back in the mid 90s, Beej got tired of all his friends asking him how to do this stuff with networking programming in C, so he put pen to paper on the early World Wide Web and wrote down everything he knew just to get them off his back. Since then, the Guide has expanded significantly, with plenty of examples, and covers IPv6. Inside you'll fi...
There's a huge range of computer-controlled machines used by makers - 3D printers, laser cutters, CNC mills and more - but the plotter is the easiest to make. This makes it a great build for getting started in the world of computer-controlled machines. For around £15 you can create your own drawing machine with our guide.
- Learn how hydra...
Discover how to set up Raspberry Pi to play classic games in the brand new version of our retro gaming guide. In this 164-page book, you'll learn how to build a portable games machine, assemble a full-sized arcade cabinet, and emulate classic computers and consoles. Our step-by-step guides make each build easy! Plus you'll even learn to p...
Digital dissertations have been a part of academic research for years now, yet there are still many questions surrounding their processes. Are interactive dissertations significantly different from their paper-based counterparts? What are the effects of digital projects on doctoral education? How does one choose and defend a digital dissertation? T...
Statistical studies over the last forty-five years show that, although there are success stories, very many mergers and acquisitions do not result in the increased operating profits that economics textbooks would lead one to expect. As consultancy McKinsey have put it, 'Anyone who has researched merger success rates knows that roughly 70% fail...
Linux crash analysis - this is a subject that has lots of unanswered mail threads and plain text documents scattered all over the place, inaccessible to almost everyone, save the tiny percentage of super geeks.
My personal and professional interest in the last three years has taken me down the path of Linux kernel secrets, all the way into assem...
From component choice, to packaging, to marketing, to the million other things that you need to do when you scale up production, we'll help you turn your project into a product - and along the way it'll help you be a better maker.
- Build a rocket-powered wing-wing glider out of balsa wood and 3D printed parts (it's like the space...
This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. In this class, we focus on designing algorithms whose performance we can rigorously analyze for fundamen...
How To Do Science has been written for students of the life sciences who are actively engaged in the scientific process. This guide introduces you to what it means to be a scientist. You will learn about the scientific method and how to carry out many tasks of a scientist, including: designing experiments, visualising data, accessing scientific lit...
Network and System Administration usually refers only to the traditional skills and recipes for keeping computers and networks running properly. But, in truth, this view omits the most important part of the system: humans. The skill needed to comprehend and tame systems comprising both humans and machines is that of managing complexity. In this boo...
This book provides an algorithmic perspective to autonomous robotics to students with a sophomore-level of linear algebra and probability theory. Robotics is an emerging field at the intersection of mechanical engineering, electrical engineering, and computer science. With computers becoming more powerful, making robots smart is getting more and mo...
Building on her earlier work, The Power of Music: A Research Synthesis of the Impact of Actively Making Music on the Intellectual, Social and Personal Development of Children and Young People, this volume by Susan Hallam and Evangelos Himonides is an important new resource in the field of music education, practice, and psychology. A well signposted...
This third ebook in the series introduces Microsoft Azure Machine Learning, a service that a developer can use to build predictive analytics models (using training datasets from a variety of data sources) and then easily deploy those models for consumption as cloud web services. The ebook presents an overview of modern data science theory and princ...
Becoming a Scholar provides a window into the lives of nine non-traditional doctoral students. As mature, part-time, international students enrolled in a professional doctorate programme, they reflect on the transformation process of becoming scholars, and their narratives provide breadth and depth to themes that represent a diverse cross-section o...
The Raspberry Pi Pico: it's tiny, it's fast, it's versatile, and even more impressively these days it's available. And now it's got even better, with the introduction of the new internet-enabled Raspberry Pi Pico W. We'll run through the capabilities of this little board, and get you started on the road to victory with...
Deno is a JavaScript runtime by the creator of Node, built upon the lessons learned from Node becoming an integral part of so many apps since 2009, plus the ever-changing web app landscape. In Deno Succinctly, author Mark Lewin illuminates the improvements that Deno brings to server-side web development, and guides readers through three quick proje...
Geometry with an Introduction to Cosmic Topology approaches geometry through the lens of questions that have ignited the imagination of stargazers since antiquity. What is the shape of the universe? Does the universe have an edge? Is it infinitely big?
This text develops non-Euclidean geometry and geometry on surfaces at a level appropriate for ...
The world of machine learning is evolving so quickly that it's challenging to find real-life use cases that are relevant to your day-to-day work.
That's why we've created this comprehensive guide you can start using right away. Get everything you need - use cases, code samples and notebooks - so you can start putting the Databrick...
This workbook was designed for the Introduction to Archaeology (ANTH 2339) class in the Department of Sociology and Anthropology, University of Texas at Arlington. It was created to provide exercises that supplement and expand on topics and issues raised in lecture. For each major topic, students complete exercises that serve a range of functions; ...
As we develop the applications to meet current and future needs, it is only natural to use current best practices and techniques for our designs and implementations. In the quest to improve how we develop, we can access a true wealth of information which is available on design patterns, object-oriented analysis, low-level code techniques and langua...
Interpersonal communication has many implications for us in the real world. Did you know that interpersonal communication played an important role in human evolution? Early humans who lived in groups, rather than alone, were more likely to survive, which meant that those with the capability to develop interpersonal bonds were more likely to pass th...