The dramatic change in the price and accessibility of data demands a new focus on data analytic literacy. This book is intended for use by people who perform regular data analyses. It aims to give a brief summary of the key ideas, practices, and pitfalls of modern data analysis. One goal is to summarize in a succinct way the most common difficultie...
Invent Your Own Computer Games with Python teaches you how to program in the Python language. Each chapter gives you the complete source code for a new game, and then teaches the programming concepts from the examples. Games include Guess the Number, Hangman, Tic Tac Toe, and Reversi. This book also has an introduction to making games with 2D graph...
This open book has been designed for students to learn the foundational concepts for English 100 (first-year college composition). The content aligns to learning outcomes across all campuses in the University of Hawai'i system. It was designed, written, and edited during a three day book sprint in May, 2019....
This book offers a comparative study of eight ambitious national reforms that sought to create opportunities for students to gain the necessary breath of skills to thrive in a rapidly changing world. It examines how national governments transform education systems to provide students opportunities to develop such skills. It analyses comprehensive e...
This open book provides an in-depth examination of Japan's policy responses to the economic challenges of the 1980s and '90s. While MITI's earlier role in promoting rapid growth has been addressed in other studies, this volume, based on official records and exhaustive interviews, is the first to examine the aftermath of rapid growth ...
This open access volume provides for the first time a comprehensive description and scientific evaluation of underwater archaeological finds referring to human occupation of the continental shelf around the coastlines of Europe and the Mediterranean when sea levels were lower than present. These are the largest body of underwater finds worldwide, a...
This book examines key aspects of international cooperation to enhance nuclear safety, security, safeguards, and nonproliferation, thereby assisting in development and maintenance of the verification regime and fostering progress toward a nuclear weapon-free world. Current challenges are discussed and attempts made to identify possible solutions an...
This social work book is the first of its kind, describing practical steps that social workers can take to shape and influence both policy and politics. It prepares social workers and social work students to impact political action and subsequent policy, with a detailed real-world framework for turning ideas into concrete goals and strategies for e...
This book offers a completely new approach to learning and teaching the fundamentals of analytical chemistry. It summarizes 250 basic concepts of the field on the basis of slides. Each of the nine chapters offers the following features:
- Introduction: Summary. General scheme. Teaching objectives.
- Text containing the explanation of each slide.
- ...
This book contains 157 problems in classical electromagnetism, most of them new and original compared to those found in other textbooks. Each problem is presented with a title in order to highlight its inspiration in different areas of physics or technology, so that the book is also a survey of historical discoveries and applications of classical e...
This insightful book examines the allegations against the professionalism, transparency, and integrity of law enforcement toward minority groups, from a global perspective. It addresses the challenges inherent in maintaining strong ties with members of the community, and draws attention to obstacles in ensuring public confidence and trust in rule o...
This timely and applied textbook brings together leading scientists to illustrate how key theories and concepts in social psychology help to predict and explain behavior, and can be successfully applied to benefit social and practical problems. It focuses on robust theories and models known for their successful applications and covers a diverse ran...
Introducing Microsoft Power BI enables you to evaluate when and how to use Power BI. Get inspired to improve business processes in your company by leveraging the available analytical and collaborative features of this environment.
This book is targeted to a variety of readers. There are information workers and people who are totally new to the B...
In this book, we describe the components of a launch plan at Google and offer practical methods you might apply to reduce production launch risks for your own products. We include lessons we have learned about what works well for launching Google products, including large products, new features for existing products, and even small products. The le...
Windows Server has powered a generation of organizations, from small businesses to large enterprises. No matter what your role in IT, you can be guaranteed you that have touched Windows Server at some point in your career or at very least you have seen it from afar! This book introduces you to Windows Server 2016, which is the next version of Windo...
The Bash Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
Get a head start deploying Windows 10 - with tips and best practices from experts in the field. This guide shows you how to deploy Windows 10 in an automated way without impacting end users by leveraging System Center Configuration Manager, which is the most used product to deploy Microsoft operating systems in the industry today.
Windows 10 rep...
The Java Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
AI is transforming numerous industries. Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects.
This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to:
- Prioritize the most promising direc...
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers ...
The JavaScript Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
The processes for gathering, organizing, analyzing, and ultimately infusing AI throughout your organization can be thought of as a ladder. A ladder helps you climb far higher than you could go on your own by turning an impossible leap into a series of steps. Knowing what the ladder looks like helps you evaluate your organization's readiness fo...
The subject of this book is automated learning, or, as we will more often call it, Machine Learning (ML). That is, we wish to program computers so that they can "learn" from input available to them. Roughly speaking, learning is the process of converting experience into expertise or knowledge. The input to a learning algorithm is training...
Today we are witnessing an increased use of data visualization in society. Across domains such as work, education and the news, various forms of graphs, charts and maps are used to explain, convince and tell stories. In an era in which more and more data are produced and circulated digitally, and digital tools make visualization production increasi...
Conferences, meet-ups, and user groups are an enormous part of both cultivating a developer community and continuing education in the industry. The stars of such events aren't the free food or the giveaways - they're the speakers, the ones who effectively and efficiently communicate something of value to attendees. In Public Speaking for ...
Inferring and Explaining is a book in practical epistemology. It examines the notion of evidence and assumes that good evidence is the essence of rational thinking. Evidence is the cornerstone of the natural, social, and behavioral sciences. But it is equally central to almost all academic pursuits and, perhaps most importantly, to the basic need t...
Leading Cities is a global review of the state of city leadership and urban governance today. Drawing on research into 202 cities in 100 countries, the book provides a broad, international evidence base grounded in the experiences of all types of cities. It offers a scholarly but also practical assessment of how cities are led, what challenges thei...
Inclusive language remains a hot topic. Despite decades of empirical evidence and revisions of formal language use, many inclusive adaptations of English and German continue to be ignored or contested. But how to convince speakers of the importance of inclusive language? Rewriting Language provides one possible answer: by engaging readers with the ...
Gradle is an open-source build automation system conceived upon a Groovy-based domain-specific language. Gradle was designed for multi-project builds, as a build tool and a means for automating the compilation, test, and release process. In Gradle Succinctly, author José Roberto Olivas Mendoza will show readers how to improve their projects' ...
Custom languages provide many benefits, but many people fear the complexity that comes with trying to deploy them. Author Vassili Kaplan sweeps away the obstacles and shows how custom languages are a tool within reach of any developer. With Implementing a Custom Language Succinctly, readers will discover just how much they can accomplish with the s...
The R Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
The Python Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....