This edited book comprises chapters that describe the IoT, machine learning, and blockchain technologies for renewable energy and modern hybrid power systems with simulation examples and case studies. After reading this book, users will understand recent technologies such as IoT, machine learning techniques, and blockchain technologies and the application of these technologies to renewable energy resources and modern hybrid power systems through simulation examples and case studies.

This one-stop source for Logic Pro insight helps you spend more time creating music.

Every minute you spend trying to figure out how to set up a new track or build a drum loop is a minute you don’t spend creating and recording your music. This guide to the recording software favored by Mac users helps you bypass the time needed to search for tech answers and spend more time capturing sounds. Discover the full recording power of Logic Pro, starting with launching a project and recording your audio. Explore the built-in digital instruments and beat makers, augment your recording power with plug-ins, and finalize your song by editing, adding effects, mixing, mastering, and sharing. The final step is music stardom!

• Learn your way around the Logic Pro interface and understand the workflow
• Set up your project and add tracks and regions
• Record acoustic audio or conduct your orchestra of MIDI instruments
• Edit, mix, automate, export, and feel proud of your audio files

For beginning music creators and producers, this Dummies guide makes it simple to get started with Logic Pro.

Rapidly growing cognitive technologies (such as word processors, web browsers, cell phones, and personal data assistants) aid learning, memory, and problem solving, and contribute to every part of modern life from interviewing crime witnesses to learning a foreign language to calling one's mother. This collection of essays on cognitive technology examines the interaction between the human mind and the tools people create to enhance it, studying which technologies assist cognition the most and what features are most effective. It also considers the point at which the technological enhancement of human ability begins to restrict that very ability, such as the risk of some cognitive technologies impairing cognition or creating disadvantages for individuals or groups. This collection of 11 essays discusses the most recent psychological research in cognitive technology, showcasing the paradigms and theories that have driven the development of new cognitive technologies. It explores the impact of technology on cognitive psychology, the classroom, and social interaction and group problem solving. Topics covered include the distracting characteristics of new technologies (such as the effects of cell phone use on driving ability and of distracting advertisements on problem solving), the study of mass media through assessing memories for media experiences, the media's role in advancing gender and racial prejudices, and the misuse of cognitive technology through identity theft and cyberterrorism. Each essay concludes with a bibliography.

The growth in popularity and complexity of video games has spurred new interest in how games are developed and in the research and technology behind them. David Heineman brings together some of the most iconic, influential, and interesting voices from across the gaming industry and asks them to weigh in on the past, present, and future of video games. Among them are legendary game designers Nolan Bushnell (Pong) and Eugene Jarvis (Defender), who talk about their history of innovations from the earliest days of the video game industry through to the present; contemporary trailblazers Kellee Santiago (Journey) and Casey Hudson (Mass Effect), who discuss contemporary relationships between those who create games and those who play them; and scholars Ian Bogost (How to Do Things With Videogames) and Edward Castronova (Exodus to the Virtual World), who discuss how to research and write about games in ways that engage a range of audiences. These experts and others offer fascinating perspectives on video games, game studies, gaming culture, and the game industry more broadly.

"Business Driven Information Technology has the right formula to reveal what it takes to make information technology succeed in an organization. The innovative question-and-answer format provides business professionals and students access to a wide range of critical issues that are important in every enterprise, regardless of scale. The real-world experience of its contributing authors lends great credibility and value to the answers in the book and makes Business Driven Information Technology a highly relevant tool for managing technology in today's shifting market conditions." --Bob Dutkowsky, Chairman, President, & CEO, J.D. Edwards
"This book offers a unique opportunity to see the critical factors of information systems success in numerous organizations from the combined perspectives of business leaders and researchers. From their responses to well chosen and incisive questions emerges a finely textured understanding of e-business, technology-enabled process design, resource allocation, system implementation, and the strategic aspects of information technology. The reader will benefit greatly from the well-presented wealth of experience." --Vladimir Zwass, Distinguished Professor of Computer Science and MIS, Fairleigh Dickinson University

The prefix "hyper" refers to multiplicity and abundance. More than a physical space, a hypercity is a real city overlaid with information networks that document the past, catalyze the present, and project future possibilities. Hypercities are always under construction. Todd Presner, David Shepard, and Yoh Kawano put digital humanities theory into practice to chart the proliferating cultural records of places around the world. A digital platform transmogrified into a book, it explains the ambitious online project of the same name that maps the historical layers of city spaces in an interactive, hypermedia environment. The authors examine the media archaeology of Google Earth and the cultural-historical meaning of map projections, and explore recent events-the "Arab Spring" and the Fukushima nuclear power plant disaster-through social media mapping that incorporates data visualizations, photographic documents, and Twitter streams. A collaboratively authored and designed work, HyperCities includes a "ghost map" of downtown Los Angeles, polyvocal memory maps of LA's historic Filipinotown, avatar-based explorations of ancient Rome, and hour-by-hour mappings of the Tehran election protests of 2009. Not a book about maps in the literal sense, HyperCities describes thick mapping: the humanist project of participating and listening that transforms mapping into an ethical undertaking. Ultimately, the digital humanities do not consist merely of computer-based methods for analyzing information. They are a means of integrating scholarship with the world of lived experience, making sense of the past in the layered spaces of the present for the sake of the open future.

Industrial innovation is essential for national and corporate competitiveness. Understanding the nature, determinants and consequences of innovation is a key task of managers, public policymakers and all students of industry and business. This major new reference book brings together specially commissioned contributions by many leading world experts on a wide range of issues concerning innovation. The first section provides an introduction to the significance and process of industrial innovation, and to the contexts or 'systems' within which it occurs. A series of sectoral and industrial studies is followed by assessments of the key issues affecting innovation. Another section examines one of the main constraints on successful innovation: the strategic management of technology in both products and processes. As well as the benefits of innovation, the problems and challenges of the processes, management and outcomes of innovation are raised throughout the book. Select bibliographies chosen by international experts are included to ensure that this comprehensive reference tool is an indispensable guide for students, scholars, innovators and policymakers.

Teaches readers to identify and avoid deceit and misinformation online. We are commonly deceived by numbers in our everyday lives. From lotteries, product warranties, and weight loss fads to misleading headlines, numbers are used in manipulative ways to lure us into making decisions about our life. Data Duped will help you avoid common pitfalls and develop a sense of ‘data defense’ by learning what types of questions to ask and how to maintain a healthy level of curiosity and data skepticism. Data Duped gives readers a super power, or at least we hope so. Knowledge is power. With knowledge of how data can be manipulated, how it can influence our decisions and how it can deceive, readers will face data with a new empowered approach. This book purposefully raises more questions than answers and guides readers to seek the differences between the plausible and the ridiculous along a journey of informed critical thinking and data literacy. With historical parallels and both practical and relatable examples, readers will learn how to separate the ‘malarkey’ from the truth, become able to comfortably bring a little more data into their lives, and ultimately avoid being hoodwinked by misinformation.

Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted in the open source statistical computing environment R. This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms: Curation and delivery of biological metadata for use in statistical modeling and interpretationStatistical analysis of high-throughput data, including machine learning and visualizationModeling and visualization of graphs and networksThe developers of the software, who are in many cases leading academic researchers, jointly authored chapters

Practice makes perfect pandas. Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks. In  Pandas Workout you’ll learn how to: Clean your data for accurate analysis Work with rows and columns for retrieving and assigning data Handle indexes, including hierarchical indexes Read and write data with a number of common formats, such as CSV and JSON Process and manipulate textual data from within pandas Work with dates and times in pandas Perform aggregate calculations on selected subsets of data Produce attractive and useful visualizations that make your data come alive Discover 50 exercises that will strengthen your pandas skills to a level of automatic fluency. You’ll test yourself against common pandas challenges such as data cleaning, and explore real-world datasets such as New York Taxis, Kickstarter projects, and global tourist spending. Detailed explanations help guide your success and make your new skills stick. You’ll even get a big boost to productivity, with tasks that used to mean a trip to StackOverflow now a natural part of your skillset. about the technology Mastering pandas means working out your new skills until they become like reflexes. This book gives you lots of pandas practice by working through the kind of scenarios you’ll face in the real world. Whether you’re a data scientist or a programmer handling large quantities of data, you’ll soon overcome pandas’s learning curve and start solving complex problems in less time. about the book Pandas Workout hones your pandas skills to a professional-level through 50 hands-on exercises, along with 150 bonus challenges to really test your skills. Expert Python trainer Reuven Lerner coaches you through essentials like data frames and reveals pandas’s rich functionality for string and date/time handling, complex indexing, and visualization. Clear explanations and detailed Jupyter Notebooks accompany every exercise, along with comparisons of different possible solutions. Work through this book, and you’ll be ready to flex your muscles against even the trickiest pandas problems! RETAIL SELLING POINTS   • Clean your data for accurate analysis  • Work with rows and columns for retrieving and assigning data• Handle indexes, including hierarchical indexes  • Read and write data with a number of common formats, such as CSV and JSON  • Process and manipulate textual data from within pandas  • Work with dates and times in pandas  • Perform aggregate calculations on selected subsets of data  AUDIENCE  For Python programmers and data analysts, with basic knowledge of pandas. 

Elm brings the safety and stability of functional programing to front-end development, making it one of the most popular new languages. Elm's functional nature and static typing means that run-time errors are nearly impossible, and it compiles to JavaScript for easy web deployment. This book helps you take advantage of this new language in your web site development. Learn how the Elm Architecture will help you create fast applications. Discover how to integrate Elm with JavaScript so you can update legacy applications. See how Elm tooling makes deployment quicker and easier. Functional programming offers safer applications with decreased runtime errors, but functional solutions that are type safe and easy to use have been hard to find, until the Elm language. Elm has the benefits of functional languages while compiling to JavaScript. This book provides a complete tutorial for the Elm language, starting with a simple static application that introduces Elm syntax, modules, and the virtual DOM, to exploring how to create a UI using functions. See how Elm handles the issues of state in functional languages. You'll continue to build up larger applications involving HTTP requests for communication. Integrate your Elm applications with JavaScript so you can update legacy applications or take advantage of JavaScript resources. Elm also provides built-in tooling to alleviate the tooling creep that's so common in JavaScript. This book covers Elm's deployment and testing tools that ease development confusion. Dive into advanced concepts including creating single-page applications, and creating performance improvements. Elm expert Jeremy Fairbank brings his years of web development experience to teaching how to use Elm for front-end development. Your web UIs will be faster, safer, and easier to develop with Elm and this tutorial. What You Need: You will need the latest version of Elm, 0.18, along with a browser to run the examples in this book.

The next step in the evolution of user interfaces is here. Chatbots let your users interact with your service in their own natural language. Use free and open source tools along with Ruby to build creative, useful, and unexpected interactions for users. Take advantage of the Lita framework's step-by-step implementation strategy to simplify bot development and testing. From novices to experts, chatbots are an area in which everyone can participate. Exercise your creativity by creating chatbot skills for communicating, information, and fun. Developers of all skill levels can craft user experiences that are natural, easy to use, and most of all, fun. Build chatbots using free, open source tools and launch them to popular chat platforms like Slack and Amazon's Alexa. Use the Ruby programming language and the Lita bot framework to unlock fun and powerful chat abilities such as sending text messages and emails, creating new meme images, driving a robot around the room, and talking out loud on a home speaker. Use frameworks available in Ruby and Node.js to get started quickly. Create simple chatbot skills that respond quickly to basic requests. Chain skills together for more complex interactions. Take advantage of test-driven development techniques to build your bots with confidence. Coordinate tasks with colleagues via bot. Connect with external APIs to provide users with data they need. Extract data information from web pages when an API isn't available. Expand your bot's reach with SMS and e-mail messaging. Deploy a chatbot to a host so users can interact with it on their schedule. Build a more responsive, easy-to-use interface for your users today. What You Need: You don't need much to get started with chatbots. A Mac or Linux computer with a recent version of Ruby is recommended. Windows users can keep up with a free virtual machine running Linux. You'll deploy your chatbots for free (or at least cheaply) on cloud hosting platforms like Heroku and Digital Ocean.

Technopoles - planned centres for the promotion for high- technology industry - have become a key feature of national economic development worldwide. Created out of a technological revolution, the formation of the global economy and the emergence of a new form of economic production and management, they constitute the mines and foundries of the information age, redefining the conditions and processes of local and regional development. This book is the first systematic survey of technopoles in all manifestations: science parks, science cities, national technopoles and technobelt programmes. Detailed case studies, ranging from the Silicon Valley to Siberia and from the M4 Corridor to Taiwan, relate how global technopoles have developed, what each is striving to achieve and how well it is succeeding. Technopoles of the World distills the lessons learnt from the successes and failures, embracing a host of disparate concepts and a few myths, and offering guidelines for national, regional and local planners and developers worldwide.

Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and Natural Language Processing Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing Discovers deep learning frameworks and libraries for NLP, Speech and Computer vision in Python Gives insights into using the tools and libraries in python for real-world applications. Provides easily accessible tutorials, and real-world case studies with code to provide hands-on experience.

The nature of cognition is examined by the methods of experimental cognitive psychology and the theoretical models of computational psychology. First explained is the nature and objectives of artificial intelligence, symbolic and connectionist paradigms, the architecture of cognition, and characteristics of a general theory of intelligence. Wagman then examines theory and research in human reasoning and reasoning systems. Experimental research in deductive and inductive reasoning, the nature of artificial intelligence reasoning systems, nonmonotonic and common-sense reasoning, and general types of reasoning in artificial intelligence are examined. Next the author examines the nature of human problem solving and problem-solving systems. Problem representation methods and their duplication by artificial intelligence is discussed at length. Concepts and research in human learning and learning systems are also reviewed, as are the nature of human expertise and expert systems.

Major characteristics of expertise including deep knowledge, reasoning strategies, and pattern recognition are described and exemplified in research concerned with medical expertise. The nature of intelligence and intelligence systems is examined, and the physical symbol system hypothesis and its results are analyzed. The author covers an artificial intelligence system that emulates the cognitive processes in scientific discovery and its implications for human creativity.

This easy-to-use guide covers the history, development, and current workings of cybercurrencies and the underground economy, both in the United States and around the world. The world of cybercurrency has experienced explosive growth in recent years, but that expansion has been accompanied by numerous controversies and misunderstandings about what it is, how it works, and how it relates to the underground economy and illegal activities such as money laundering, tax evasion, and human trafficking. Many illegal or malicious activities are paid for with cyber currencies. This book covers those applications. But cyber currencies also have many legitimate, constructive applications, all of which are explained in Rogue Money in clear, plain English, without embellishment or exaggeration. An authoritative and thought-provoking reference for readers seeking a greater understanding of all aspects of alternative cybercurrencies, this encyclopedia includes entries on economic history, international trade, current controversies, and its impact on the wider underground economy. It peels back the layers of jargon and obfuscation, giving each topic individual attention to show how it works and contributes to the whole.

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

ARE YOU READY FOR AN AMAZING NEW EDITION OF THE PHOTOSHOP BOOK THAT BREAKS ALL THE RULES? Scott Kelby, Editor and Publisher of Photoshop User magazine—and the #1 best-selling photography techniques author—once again takes this book to a whole new level as he uncovers more of the latest, most important, and most useful Adobe Photoshop techniques for photographers. This update to his award-winning, record-breaking book does something for digital photographers that has never been done before—it cuts through the bull and shows you exactly “how to do it.� It’s not a bunch of theory; it doesn’t challenge you to come up with your own settings or figure it out on your own. Instead, Scott shows you step by step the exact techniques used by today’s cutting-edge photographers, and best of all, he shows you flat-out exactly which settings to use, when to use them, and why. That’s why editions of this book are widely used as the official study guide in photography courses at colleges and universities around the world. The photographer’s workflow in Photoshop has evolved greatly over time and, in the latest edition of this book, you’ll learn how to leverage Photoshop’s new AI-powered masking features and how to spend less time on boring production tasks, so you can spend more time being creative. Plus, you’ll learn: The most useful retouching techniques for photographers, such as how to make “impossible� selections, like wind-blown hair (it’s easy, once you know the secrets), and how to use layers like a pro. The sharpening techniques the pros really use. The pros’ tricks for fixing the most common photo problems fast! How to seamlessly remove distracting things from your images. How to make the most of Camera Raw and when to work it into your workflow, even if you never shoot in RAW—it works great on JPEGs and TIFFs, too. The latest Photoshop special effects for photographers (there’s a whole chapter just on these!). A host of shortcuts, workarounds, and slick “insider� tricks to help you get twice the work done in half the time. You also get four online bonus chapters with even more content, along with the images used in the book, for download, so you can follow right along. If you’re ready to learn all the “tricks of the trade�—the same ones that today’s leading pros use to correct, edit, retouch, and sharpen their work—then you’re holding the book that will do just that.

1. This book is useful and accessible background reading for those engaged in organized crime and cybercrime. It is written with the general reader in mind, so will be of interest to students and intelligent readers alike. 2. The book draws on a range of case studies from around the world, looking at Italian Mafias, Russian and Georgian criminal groups and drug cartels, and the Asian gangs such as the Yakuza and the Triads.

This textbook presents fundamental topics in discrete mathematics introduced from the perspectives of a pure mathematician and an applied computer scientist. The synergy between the two complementary perspectives is seen throughout the book; key concepts are motivated and explained through real-world examples, and yet are still formalized with mathematical rigor. The book is an excellent introduction to discrete mathematics for computer science, software engineering, and mathematics students.The first author is a leading mathematician in the area of logic, computability, and theoretical computer science, with more than 25 years of teaching and research experience. The second author is a computer science PhD student at the University of Washington specializing in database systems. The father-and-daughter team merges two different views to create a unified book for students interested in learning discrete mathematics, the connections between discrete mathematics and computer science, and the mathematical foundations of computer science.Readers will learn how to formally define abstract concepts, reason about objects (such as programs, graphs and numbers), investigate properties of algorithms, and prove their correctness. The textbook studies several well-known algorithmic problems including the path problem for graphs and finding the greatest common divisor, inductive definitions, proofs of correctness of algorithms via loop invariants and induction, the basics of formal methods such as propositional logic, finite state machines, counting, probability, as well as the foundations of databases such as relational calculus.