2026 · Book · Koleksi Perpustakaan
Welcome to Volume Two of the Crystal Ball series: Foundations for Data Science! I titled the first volume “Introduction to Data Science” because it led you through a dip-your-toes-in-the-water experience. You took a brief tour through the various elements in this diverse field and got a feel for what it was all about. Since you’re still reading, this means you’re still interested, and ready to explore the next level. In Foundations, we’ll solidify your growing knowledge so that you have a firm base on which to build everything else. Future volumes in this series will cover applications, advanced techniques, and some special data types that require special treatment. But it all ultimately rests on the skill set you’ll have built in Volumes One and Two of this series.
2026 · Book · Koleksi Perpustakaan
The inspiration for this text grew out of a simple question that emerged over a number of years of teaching math to Middle School, High School and College students. Practically speaking, what is the origin of a particular polynomial? So much time is spent analyzing, factoring, simplifying and graphing polynomials that it is easy to lose sight of the fact that polynomials have a wealth of practical uses. Exploring the techniques of interpolating data allows us to view the development and birth of a polynomial. This text is focused on laying a foundation for understanding and applying several common forms of polynomial interpolation. The principal goals of the text are: Breakdown the process of developing polynomials to demonstrate and give the student a feel for the process and meaning of developing estimates of the trend (s) a collection of data may represent. Introduce basic matrix algebra to assist students with understanding the process without getting bogged down in purely manual calculations. Some manual calculations have been included, however, to assist with understanding the concept. Assist students in building a basic foundation allowing them to add additional techniques, of which there are many, not covered in this text.
2026 · Book · Koleksi Perpustakaan
Our book represents a unique opportunity for three generations of scholars to reflect upon and collectively consider their decades’ long research, and the meaning of that research to both the broader society and to students of contemporary politics. Nicholas Lovrich served as a graduate school mentor to Brent Steel, and Brent in turn mentored Christopher A. Simon as an undergraduate and guided him to study with Lovrich. Steel and Lovrich have collaborated on research for over 30 years, while Simon has frequently collaborated with Steel and Lovrich for nearly 20 years.
2026 · Book · Koleksi Perpustakaan
Welcome to the Race, Crime, and Justice Open Educational Resource! This book was developed with a diversity, equity, and inclusion framework. This course is about race, so our primary focus will be on the experiences of people of color (POC) in the criminal justice system. An important aspect of this book is the various spotlight examples we weave throughout the chapters to demonstrate the application of materials. We hope to increase awareness of the experiences of people of color, both historically and in modern day, and the criminal justice system. Throughout history, people of color have had routinely negative experiences with the criminal justice system at every level. A person’s race and ethnicity can determine how one interacts with and experiences the criminal justice system. People of color have faced various barriers and challenges when attempting to make meaningful changes to a system that has operated in a repressive manner since it began.
2026 · Book · Koleksi Perpustakaan
This book offers a hands-on introduction to differential privacy, combining formal foundations with executable code and practical design patterns. The material has evolved through lecture notes, workshops, and collaborations with academics and practitioners, gradually expanding to cover both classical and modern topics.
2026 · Book · Koleksi Perpustakaan
This edited book presents an overview of the fundamental principles and applied methodologies used in the genetic improvement of crop plants. It covers the structure and function of genes controlling traits of agronomic importance, the regulation of gene expression and genetic pathways, and the role of mutations as a primary source of genetic variation underlying trait improvement. Additional topics include an introduction to molecular markers, recombinant DNA technology, plant transformation, and gene editing technologies. Learning activities are included to facilitate self-study.
2026 · Book · Koleksi Perpustakaan
The documentation is missing or obsolete, and the original developers have departed. Your team has limited understanding of the system, and unit tests are missing for many, if not all, of the components. When you fix a bug in one place, another bug pops up somewhere else in the system. Long rebuild times make any change difficult. All of these are signs of software that is close to the breaking point. Many systems can be upgraded or simply thrown away if they no longer serve their purpose. Legacy software, however, is crucial for operations and needs to be continually available and upgraded. How can you reduce the complexity of a legacy system sufficiently so that it can continue to be used and adapted at acceptable cost? Based on the authors' industrial experiences, this book is a guide on how to reverse engineer legacy systems to understand their problems, and then reengineer those systems to meet new demands. Patterns are used to clarify and explain the process of understanding large code bases, hence transforming them to meet new requirements. The key insight is that the right design and organization of your system is not something that can be evident from the initial requirements alone, but rather as a consequence of understanding how these requirements evolve.
2026 · Book · Koleksi Perpustakaan
Multimodal Transportation Planning introduces readers to the principles and practice of integrated land use and transportation planning. The primary focus of the textbook is on planning for the mobility needs of all transportation system users, with an emphasis on pedestrian, bicycle, automobile, and transit modes. A related focus is on reducing society’s dependence on the automobile for personal travel. Readers of the text will be able to gain knowledge that supports a variety of learning objectives. Key themes and objectives relate to conveying an understanding of the relationship between land use and transportation, the difference between traditional methods and multimodal planning best practices, and the importance of evaluating performance from an accessibility and quality of service perspective.
2026 · Book · Koleksi Perpustakaan
This handbook guides students through concepts, content, and exercises that help them develop media literacy by understanding media and power. The authors want students to not only gain the ability to critically analyze the languages and discourses – textual, visual, audio, and code – that people use to create and interpret media content, but also to understand the overarching context: media possess immense power in contemporary societies around the world.
2026 · Book · Koleksi Perpustakaan
Geography is a diverse discipline that has some sort of connection to most every other academic discipline. This connection is the spatial perspective, which essentially means if a phenomenon can be mapped, it has some kind of relationship to geography. Studying the entire world is a fascinating subject, and geographical knowledge is fundamental to a competent understanding of our world. In this chapter, you will learn what geography is as well as some of the fundamental concepts that underpin the discipline. These fundamental terms and concepts will be interwoven throughout the text, so a sound understanding of these topics is critical as you delve deeper into the chapters that follow.
2026 · Book · Koleksi Perpustakaan
This book is designed as a foundational entry point to International Relations theory – structured to condense the most important information into the smallest space and present that information in an accessible manner. The first half of the book covers the theories that are most commonly taught in undergraduate programmes. The book then expands to present emerging approaches and offer wider perspectives. Each chapter sets out the basics of a theory whilst also applying it to a real-world event or issue, creating a lively, readable and relevant guide that will help students to see not only what theories are – but why they matter.
2026 · Book · Koleksi Perpustakaan
This book is designed to be a ‘Day 0' introduction to International Relations. As a beginner's guide, it has been structured to condense the most important information into the smallest space and present that information in the most accessible way. The chapters offer a broad sweep of the basic components of International Relations and the key contemporary issues that concern the discipline. The narrative arc forms a complete circle, taking readers from no knowledge to competency. The journey starts by examining how the international system was formed and ends by reflecting that International Relations is always adapting to events and is therefore a never-ending journey of discovery. Unlike typical textbooks, there are no boxes, charts, pictures or exercises. The philosophy underpinning this book is that these things can be a distraction. This book, like others in the E-IR Foundations series, is designed to capture attention with an engaging narrative. The chapters are short, with simple paragraphs and clear sentences placing the reader inside crucial issues and debates so they can understand how things work, and where they fit in the world around them.
2026 · Book · Koleksi Perpustakaan
This textbook supports the Impact of Materials on Society course and teaching materials, developed with the Materials Research Society. The textbook offers an exploration into materials (including ceramics, clay, concrete, glass, metals, and polymers) and the relationship with technologies and social structures. The textbook was developed by an interdisciplinary team from Engineering and Liberal Arts and Sciences, including anthropologists, sociologists, historians, media studies experts, Classicists, and more.
2026 · Book · Koleksi Perpustakaan
Learn what it means to think like an historian! Units on “Thinking Historically,” “Reading Historically,” “Researching Historically,” and “Writing Historically” describe the essential skills of the discipline of history. “Performing Historically” offers advice on presenting research findings and describes some careers open to those with an academic training in history.
2026 · Book · Koleksi Perpustakaan
The teaching and learning activities in this book were designed by pre-service History teachers at Deakin University, Australia. The activities cover a wide range of topics from ancient history through to early twenty-first century history and are designed to develop students' historical thinking.
2026 · Book · Koleksi Perpustakaan
This college-level textbook guides students through five different types of arguments: evaluations, responses, persuasive rhetorical arguments, proposals, and practical professional development arguments. Students are introduced to rhetorical concepts and strategies to enable them to more effectively appeal to different types of audiences. Students will gain practice in audience-based reasoning, basing their reasons and evidence on the assumptions, beliefs, and values of their readers.
2026 · Book · Koleksi Perpustakaan
Pharo is a clean, innovative, open-source, live-programming environment. Deep into Pharois the second volume of a series of books covering Pharo. Whereas the first volume is intended for newcomers, this second volume covers deeper topics.You will learn about Pharo frameworks and libraries such as Glamour, PetitParser, Roassal, FileSystem, Regex, and Socket. You will explore the language with chapters on exceptions, blocks, small integers, and floats. You will discover tools such as profilers, Metacello and Gofer.
2026 · Book · Koleksi Perpustakaan
Blueprints is a concise yet comprehensive coverage of Object-Oriented Analysis and Design concepts, suitable for a second programming course in Computer Science. It introduces and teaches application development in a command-line environment, and assumes basic expertise with the Java programming language.
2026 · Book · Koleksi Perpustakaan
This upper division resource focuses on how to communicate results through technical writing, use Excel to perform simple statistics, and create professional charts/documents. Excel tutorials are provided for performing descriptive statistics, t-tests, and linear regression as well as using text boxes, formatting figures and captions, and using Equation Editor to insert equations. Additionally, guidance and examples of different communication components are provided along with team writing strategies and guidelines on how to hold efficient meetings. This textbook was designed for Biology and Chemistry majors for a 400 level course.
2026 · Book · Koleksi Perpustakaan
The purpose of this book is the provide an open-access, free textbook for initial learning about research for students in the social sciences and related professional fields (such as education, social work, business, or nursing).
