Printed in full color.Software development happens in your head. Not in an editor, IDE, or designtool. You're well educated on how to work with software and hardware, but what about "wetware"--our own brains? Learning new skills and new technology is critical to your career, and it's all in your head.In this book by Andy Hunt, you'll learn how our brains are wired, and how to take advantage of your brain's architecture. You'll learn new tricks and tipsto learn more, faster, and retain more of what you learn.You need a pragmatic approach to thinking and learning. You need to "Refactor Your Wetware."Programmers have to learn constantly; not just the stereotypical new technologies, but also the problem domain of the application, the whims of the user community, the quirks of your teammates, the shifting sands of the industry, and the evolving characteristics of the project itself as it is built. We'll journey together through bits of cognitive and neuroscience, learning and behavioral theory. You'll see some surprising aspects of how our brains work, and how you can take advantage of the system to improve your own learning and thinking skills.

In this book you'll learn how to: Use the Dreyfus Model of Skill Acquisition to become more expertLeverage the architecture of the brain to strengthen different thinking modesAvoid common "known bugs" in your mindLearn more deliberately and more effectivelyManage knowledge more efficiently

Stochastic phenomena play a central role in various scientific disciplines and underpin applications in popular industrial sectors. The purpose of the book is to introduce the reader to advanced concepts in the analysis of stochastic models starting from a detailed, intuitive and yet rigorous presentation of basic concepts. A special emphasis will be placed on problem solving and numerical implementations, with detailed solutions to all of the results and source code in the C programming language provided. The book will also cover recent specialised techniques for popular problems, providing a valuable reference for advanced readers with an active interest in the field.

The national bestseller--updated for the new stock market

"Read the book if you want to know how the market works and how to make it work for you." --Greg Capra, president of Pristine.com, coauthor of "Tools and Tactics for the Master Day Trader"

"By using the tools, trading tactics and strategies revealed in..."A Beginner's Guide to Day Trading Online," you will be armed with the skills needed to help you win your battle with the markets." --Steve Nison, CMT, president, www.candlecharts.com, author of "Japenese Candlestick Charting Techniques"

"Read this book, and, two, reread this book. It will help you achieve your trading goal, which is to make money in the markets. Every trader, from a beginner to the advanced professional, should have this book " --John Person, CTA, president, Nationalfutures.com

"There are only a handful of trading educators that I would recommend listening to and...Toni Turner is one of them." --Hubert Senters, www.tradethemarkets.com

Day trading is highly profitable--and highly tumultuous. Moreover, the financial markets have changed considerably in recent years. Expert author Toni Turner gives you the latest information for mastering the markets, including:

• Decimalization of stock prices
• New trading products such as E-minis and Exchange Traded Funds (ETFs)
• Precision entries and exits
• The new breed of trader

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 you'll have a solid foundation if you bring in a dedicated security staff later. Identify the weaknesses in your system, and defend against the attacks most likely to compromise your organization, without needing to become a trained security professional. Computer security is a complex issue. But you don't have to be an expert in all the esoteric details to prevent many common attacks. Attackers are opportunistic and won't use a complex attack when a simple one will do. You can get a lot of benefit without too much complexity, by putting systems and processes in place that ensure you aren't making the obvious mistakes. Secure your systems better, with simple (though not always easy) practices. Plan to patch often to improve your security posture. Identify the most common software vulnerabilities, so you can avoid them when writing software. Discover cryptography - how it works, how easy it is to get wrong, and how to get it right. Configure your Windows computers securely. Defend your organization against phishing attacks with training and technical defenses. Make simple changes to harden your system against attackers. What You Need: You don't need any particular software to follow along with this book. Examples in the book describe security vulnerabilities and how to look for them. These examples will be more interesting if you have access to a code base you've worked on. Similarly, some examples describe network vulnerabilities and how to detect them. These will be more interesting with access to a network you support.

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models. The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative. Discover how VAEs can change facial expressions in photos Train GANs to generate images based on your own dataset Build diffusion models to produce new varieties of flowers Train your own GPT for text generation Learn how large language models like ChatGPT are trained Explore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN Compose polyphonic music using Transformers and MuseGAN Understand how generative world models can solve reinforcement learning tasks Dive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion This book also explores the future of generative AI and how individuals and companies can proactively begin to leverage this remarkable new technology to create competitive advantage.

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

How will artificial intelligence change our world within twenty years?

AI will be the defining development of the twenty-first century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand new forms of communication and entertainment. However, AI will also challenge the organizing principles of our economic and social order and bring new risks in the form of autonomous weapons and smart technology that inherits human bias. AI is at a tipping point, and people need to wake up-both to AI's radiant pathways and its existential perils for life as we know it.

In this provocative, utterly original work of "scientific fiction," Kai-Fu Lee, the former president of Google China and bestselling author of AI Superpowers, joins forces with celebrated novelist Chen Qiufan to imagine our AI world in 2041 in ten gripping short stories.

Gazing toward a not-so-distant horizon, AI 2041 offers urgent insights into our collective future and reminds us that we are the authors of our own destiny.

Inspired by the format of Frequently Asked Questions, SWIPE presents questions about the smartphone that users might (not) have frequently asked themselves. In order to reflect the endlessly diverse and dynamic content users daily swipe for on their smartphone, these questions are not followed by single sentences, but by image collections consisting of Internet-found visuals. Contemporary writers and artists help you embrace your newly acquired knowledge by guiding you through reflective visions of the age of the smartphone. In SWIPE you will encounter five categories that offer guidance. SURVIVAL speaks about how the smartphone helps users survive, and whether it itself will survive. SENSE OF SELF reflects on how the user's being is constructed by the smartphone, and vice versa. HABITS focuses on the user's daily use of the smartphone, and how its constant presence shapes daily life. RESOURCES speaks about how nature and users give power to the smartphone. And lastly, EXISTENTIAL CRISIS reflects on how the smartphone is used to escape the anxieties of real-life.

Discover the importance of learning C++ with Diane Zak's popular AN INTRODUCTION TO PROGRAMMING WITH C++, 8E. This book's distinctive emphasis clarifies how mastering C++ programming skills will benefit you now and throughout your career. This unique text incorporates a student-focused approach that continually highlights the importance and relevance of the programming concepts you are learning. Memorable new examples portray concepts in action, while abundant new hands-on exercises, including mini-quizzes, Labs, and "Try This" features, guide you in absorbing, practicing, and applying concepts as you progress. Trust AN INTRODUCTION TO PROGRAMMING WITH C++, 8E to keep you enthusiastic about learning as you master the skills of C++.

From renowned financial and technology journalist Nathaniel Popper the dramatic story of a new generation of financial strivers, living online and playing the stock and crypto markets by a new set of rules. Following a cast of young, all male characters, who went from the fringes of the internet to the front pages of newspapers, The Degenerate Generation tells the tale of how social media, crypto and startups like Robinhood and Reddit allowed for the formation of a powerful online movement in which the most unlikely participants took on the old guard—and each other.   In The Degenerate Generation, journalist Nathaniel Popper charts the evolution from the idealism of Occupy Wall Street in 2011 to the anarchic chaos of online outrage leading to the market crash of 2022. Showing how a combination of new technology and broader cultural and economic forces created an online revolution led by bands of predominantly young men, who gathered on Reddit and proudly referred to themselves as “degenerates.� This unlikely online gang took their frustration at the current economic system and social climate and created a powerful cultural movement that upended global financial markets and set in motion far reaching changes to how money flows through the economy—all of this just a decade after a financial crisis that most people assumed would forever kill interest in the stock markets. A character driven, human story of kids who made and lost millions, battled with each and with Wall Street for power, and ultimately upended the economy, The Degenerate Generation is a fast moving, suspenseful, and sobering account of how millions of young Americans became obsessed with money and the markets and how that has affected politics, popular culture, finance and more.

From Business Strategy to IT Action gives companies of all sizes the tools to effectively link IT to business strategy and produce effective, actionable strategies for bottom-line results. The authors present CEOs, CFOs, CIOs, and IT managers with a powerful and accessible resource packed with such useful material as:
* The Strategy-to-Bottom-Line Value Chain, which integrates the management practices relating to planning, prioritization, alignment, and assessing a company's entire IT budget
* Methods for using IT Impact Management to establish IT culture and performance models for the business/IT connection
* The IT Improvement Zone, which quickly identifies where a company can focus its energies for maximum results
* And much more

Online algorithms are a rich area of research with widespread applications in scheduling, combinatorial optimization, and resource allocation problems. This lucid textbook provides an easy but rigorous introduction to online algorithms for graduate and senior undergraduate students. In-depth coverage of most of the important topics is presented with special emphasis on elegant analysis. The book starts with classical online paradigms like the ski-rental, paging, list-accessing, bin packing, where performance of online algorithms is studied under the worst-case input and moves on to newer paradigms like 'beyond worst case', where online algorithms are augmented with predictions using machine learning algorithms. The book goes on to cover multiple applied problems such as routing in communication networks, server provisioning in cloud systems, communication with energy harvested from renewable sources, and sub-modular partitioning. Finally, a wide range of solved examples and practice exercises are included, allowing hands-on exposure to the concepts.

Physics forms the basis for many of the motions and behaviors seen in both the real world and in the virtual worlds of animated films, visual effects, and computer games. By describing the underlying physical principles and then creating simulations based on these principles, these computer-generated worlds are brought to life. Physically Based Modeling and Animation goes behind the scenes of computer animation and details the mathematical and algorithmic foundations that are used to determine the behavior underlying the movement of virtual objects and materials. Dr. Donald House and Dr. John Keyser offer an approachable, hands-on view of the equations and programming that form the foundations of this field. They guide readers from the beginnings of modeling and simulation to more advanced techniques, enabling them to master what they need to know in order to understand and create their own animations Emphasizes the underlying concepts of the field, and is not tied to any particular software package, language, or API. Develops concepts in mathematics, physics, numerical methods, and software design in a highly integrated way, enhancing both motivation and understanding. Progressively develops the material over the book, starting from very basic techniques, and building on these to introduce topics of increasing complexity. Motivates the topics by tying the underlying physical and mathematical techniques directly to applications in computer animation.

***** 'Reads like a John le Carré novel but is, in fact, very real.' - The Big Issue 'Very Bad People would be a hugely enjoyable thriller if it wasn't all true.' - Isabella Tree, author of Wilding 'Global Witness are fearless.' - Gordon Roddick, Campaigner and Co-Founder of the Body Shop 'Part true crime tale, part investigative procedural, this is the account of the brilliant and necessary superheroes of Global Witness, whose superpower is the truth.' - Edward Zwick, Director of Blood Diamond 'Very Bad People reads like a non-stop high-speed chase as our fighters against corruption hunt down a litany of criminals and con-men.' - David Farr, Screenwriter, The Night Manager 'The story told in this book of three youthful idealists is simply riveting. Don't miss it.' - Misha Glenny, author of McMafia 'Alley has produced a clear-eyed account of a world poisoned by dark money, and a welcome reminder that resistance is possible. As it turns out, his book is even more timely than he could have hoped.' - Irish Times 'This book is inspirational. It shows how young people with sufficient passion and intelligence have the capacity to go after some of the most powerful governments and corporations and shame, humiliate and just push governments to support important reforms that can make this a more decent world.' - Frank Vogl, Co-Founder of Transparency International Arms trafficking, offshore accounts and luxury property deals. Super-yachts, private jets and super-car collections. Blood diamonds, suspect oil deals, deforestation and murder. This is the world of Global Witness, the award-winning organisation dedicated to rooting out worldwide corruption. And this is co-founder Patrick Alley's revealing inside track on a breath-taking catalogue of modern super-crimes - and the 'shadow network' that enables them. VERY BAD PEOPLE is about following the money, going undercover in the world's most dangerous places, and bringing down the people behind the crimes. Case by case we see maverick investigators pitched against warlords, grifters and super-villains who bear every resemblance to The Night Manager's Richard Roper. One dictator's son spent $700 million in just four years on his luxury lifestyle. As they unravel crooked deals of labyrinthine complexity, the team encounter well-known corporations whose operations are no less criminal than the Mafia. This network of lawyers, bankers and real estate agents help park dirty money in London, New York, or in offshore accounts, safe from prying eyes. Patrick Alley's book is a brilliant, authoritative and fearless investigation into the darkest workings of our world - and an inspiration to all of us who want to fight back.

Here is a book containing information about more than 500 Web sites about dinosaurs. Sites are rated for quality and cross-referenced by type, level of complexity, and availability of special features.

When the night sky transforms terrestrial landscapes into otherworldly works of art, you need to know the professional techniques for capturing your own nocturnal masterpieces. This complete course combines the classic beauty of landscapes with the vast, exotic universe of astrophotography, using tried-and-tested methods that guarantee stellar results. You'll learn what gear you need and how to make the most of it; clever tricks for squeezing out every drop of image quality from a pitch-black scene; and straightforward post-production workflows to create compelling compositions of the cosmos.

This book constitutes the proceedings of the First International Conference on 5G for Future Wireless Networks, 5GWN 2017, held in Beijing, China, in April 2017. The 64 full papers were selected from 135 submissions and present the state of the art and practical applications of 5G technologies. The exponentially growing data traffic caused by the development of mobile Internet and smart phones requires powerful networks. The fifth generation (5G) techniques are promising to meet the requirements of this explosive data traffic in future mobile communications.

Learn Julia programming by building fun projects, like launching rockets, building password keepers, and even coding battle simulations. Julia as a Second Language covers: How Julia implements data types such as numbers, strings, arrays, and dictionaries Solving problems with both object-oriented and functional programming Getting immediate feedback with Julia’s read-evaluate-print-loop (REPL) Taking advantage of Julia’s powerful multiple dispatch system Sharing code using modules and packages Julia as a Second Language introduces Julia to readers with a beginning-level knowledge of another language like Python or JavaScript. It skips programming basics and dives straight into Julia's unique features. You’ll learn by coding engaging hands-on projects that encourage you to apply what you are learning immediately. About the technology Julia is a powerful high-performance programming language with many developer-friendly features like garbage collection, dynamic typing, just-in-time compilation, and a flexible approach to concurrent, parallel, and distributed computing. Although Julia's strong numerical programming features make it a favorite of data scientists, it is also an awesome general purpose programming language. Julia's users call it the "goldilocks language", with a "just right" balance of performance and productivity. About the reader Readers need basic skills with another programming language like Python, JavaScript, or C#.

Best books of 2021, Financial Times 'Grab some popcorn and take a front row seat, because Robin Wigglesworth has an astonishing story to tell you' Tim Harford, author of How to Make the World Add Up 'A fascinating account of an investment revolution' Ian Fraser, Literary Review 'A magisterial, delightfully written history offering up portraits of the academic scribblers and entrepreneurial practitioners who created the index-fund revolution' The Wall Street Journal 'Wigglesworth has written an important book' Patrick Hosking, Financial Editor, The Times 'A terrific read' Gregory Zuckerman, author of The Man Who Solved the Market 'A fascinating journey and a crucial book for anyone trying to understand the financial markets' Bradley Hope, author of Billion Dollar Whale --------------------------------------------------------------------------------------------------------- In Trillions, Financial Times journalist Robin Wigglesworth unveils the vivid secret history of index funds, bringing to life the colourful characters behind their birth, growth and evolution into a world-conquering phenomenon. It is the untold story behind one of the most pressing financial uncertainties of our time. --------------------------------------------------------------------------------------------------------- 'An easy-to-understand and fun read, full of lively characters and little-known details of how finance really works today' Gillian Tett, author of Anthro-Vision

Discover Agile for Better Instructional Design To serve business needs amid greater volatility and uncertainty in the workplace, learning and development professionals need project management methods that can keep up. Enter Agile. Popular in the software development space as an approach to project management, Agile when applied to instructional design provides a framework for adapting to change as it happens and for delivering the content most needed by learners. Agile for Instructional Designers proposes using Agile methodology to manage training projects and highlights where traditional linear processes have failed the business and the end users. Recognizing that software development and instructional design have different needs and outcomes, author Megan Torrance developed the LLAMA™ methodology. Her approach adapts the common phases of ADDIE to incorporate the incremental, iterative nature of Agile projects. It allows learners to test and evaluate which features or design functions work before they’re finalized. It also offers a way to accommodate inevitable mid-project modifications pushed by stakeholders, subject matter experts, or organizational leaders. With templates for goal alignment, learner personas, scope definition, estimating, planning, and iterative development, Agile for Instructional Designers is the resource you need to embrace change in learning and development.

Are you trying to figure out how to safely use social media but finding yourself struggling? Here’s a book specifically designed to help regular people figure out social media platforms. It begins with a chapter about social media basics: how they normally work, why people use them, and general safety tips. It is easy to get confused by the large number of options that are out there so this book breaks down each major network into its own chapter. Chapters are included for: ·Facebook ·Snapchat ·Pinterest ·LinkedIn ·Instagram ·YouTube ·Twitter ·Reddit, and ·Tumblr. Because each social media platform has its their own rules, benefits, and challenges, each chapter gives a summary of the platform and tells the reader why people use it. Next, each chapter has a glossary of terms to explain language and slang that are used. This will help people who are new to social media learn about terminology like subreddits, retweets, and more. If readers decide to use the platform (or already use it and want to learn more), each chapter guides users through a “how-to� of using each platform. This includes the basic functionality, setting up profiles, settings, and odd features that even current users may not know about. Privacy and safety are also covered, with a platform-specific section devoted to these important issues in each chapter. Two final chapters cover other notable social media platforms that readers might want to know about and archiving tips for saving social media posts and information. This book can help people new to social media, people joining new social media, and people who are already on but want to learn how to better manage and protect their accounts.

Almost half of all software projects fail to deliver on key requirements. Behavior-Driven Development (BDD) reduces these costly failures by building a shared understanding of how an application should work.   Behavior Driven Development in Action, Second Edition  teaches communication skills, collaborative practices, and automation tools that ensure everyone from developers to non-technical stakeholders are in agreement on the goals of a project. Revised and expanded in a second edition, the book contains new techniques for incorporating BDD into large-scale development practices such as Agile and DevOps, as well as updating examples for the latest versions of Java. about the technology You can’t write good software if you don’t understand what it’s supposed to do. Behavior-Driven Development (BDD) encourages developers, quality teams, and non-technical stakeholders to collaborate, using conversation and concrete examples to make sure everyone agrees how an application should work and what features really matter. With a body of best practices and sophisticated tools for requirement analysis and test automation, BDD has become a mainstream practice for keeping projects on track and avoiding cancellation. what's inside BDD theory and practice How BDD will affect your team BDD for acceptance, integration, and unit testing Automating web services Reporting and living documentation about the reader For all development teams. No experience with BDD required. Examples written in Java.