Название: Numerical Brain Teasers: Exercise Your Mind
Автор: Erica Sadun
Издательство: Pragmatic Bookshelf
Год: January 2023 (Version: P1.0)
Страниц: 334
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Challenge your brain with math! Using nothing more than basic arithmetic and logic, you'll be thrilled as answers slot into place. Whether purely for fun or to test your knowledge, you'll sharpen your problem-solving skills and flex your mental muscles. All you need is logical thought, a little patience, and a clear mind. There are no gotchas here. These puzzles are the perfect introduction to or refresher for math concepts you may have only just learned or long since forgotten. Get ready to have more fun with numbers than you've ever had before. Engage your analytical side with these numerical brain teasers. Math and logic puzzles help you stretch your mind to think in new ways. They flex your lateral thinking as you work through fresh problem styles. Each puzzle type comes with an explanation, a method for solving them, and solutions if you get stuck. This puzzle comes straight from my time in grad school. It was a challenge in an algorithms class where you study how to compute answers. Each approach can take more or less time to finish. They also occupy different computer resources. These are important lessons to learn before working as a programmer. Classic problems like these help students understand how to make programs efficient. They’re also fun on their own.

Название: Adversarial Machine Learning: Attack Surfaces, Defence Mechanisms, Learning Theories in Artificial Intelligence
Автор: Aneesh Sreevallabh Chivukula, Xinghao Yang, Bo Liu
Издательство: Springer
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

A critical challenge in Deep Learning is the vulnerability of Deep Learning networks to security attacks from intelligent cyber adversaries. Even innocuous perturbations to the training data can be used to manipulate the behaviour of deep networks in unintended ways. In this book, we review the latest developments in adversarial attack technologies in computer vision; natural language processing; and cybersecurity with regard to multidimensional, textual and image data, sequence data, and temporal data. In turn, we assess the robustness properties of Deep Learning networks to produce a taxonomy of adversarial examples that characterises the security of learning systems using game theoretical adversarial Deep Learning algorithms. The state-of-the-art in adversarial perturbation-based privacy protection mechanisms is also reviewed. In closing, we propose future research directions in adversarial deep learning applications for resilient learning system design and review formalized learning assumptions concerning the attack surfaces and robustness characteristics of artificial intelligence applications so as to deconstruct the contemporary adversarial deep learning designs. Given its scope, the book will be of interest to Adversarial Machine Learning practitioners and Adversarial Artificial Intelligence researchers whose work involves the design and application of Adversarial Deep Learning.

Название: IoT-enabled Convolutional Neural Networks Techniques and Applications
Автор: Mohd Naved, V. Ajantha Devi, Loveleen Gaur
Издательство: River Publishers
Год: 2023
Страниц: 409
Язык: английский
Формат: pdf (true)
Размер: 32.7 MB

Convolutional neural networks (CNNs), a type of deep neural network that has become dominant in a variety of computer vision tasks, in recent few years has attracted interest across a variety of domains due to their high efficiency at extracting meaningful information from visual imagery. Convolutional neural networks (CNNs) excel at a wide range of Machine Learning and Deep Learning tasks. As sensor-enabled internet of things (IoT) devices pervade every aspect of modern life, it is becoming increasingly critical to run CNN inference, a computationally intensive application, on resource-constrained devices. Through this edited volume we aim to provide a structured presentation of CNN enabled IoT applications in vision, speech, and natural language processing (NLP). This book discusses a variety of CNN techniques and applications, including but not limited to, IoT enabled CNN for speech de-noising, a smart app for visually impaired people, disease detection, ECG signal analysis, weather monitoring, texture analysis, etc.

Название: What Is ChatGPT Doing ... and Why Does It Work?
Автор: Stephen Wolfram
Издательство: Wolfram Media
Год: 2023
Страниц: 109
Язык: английский
Формат: pdf, azw3, epub
Размер: 14.6 MB

Nobody expected this—not even its creators: ChatGPT has burst onto the scene as an AI capable of writing at a convincingly human level. But how does it really work? What's going on inside its "AI mind"? In this short book, prominent scientist and computation pioneer Stephen Wolfram provides a readable and engaging explanation that draws on his decades-long unique experience at the frontiers of science and technology. Find out how the success of ChatGPT brings together the latest neural net technology with foundational questions about language and human thought posed by Aristotle more than two thousand years ago. This short book is an attempt to explain from first principles how and why ChatGPT works. In some ways it’s a story about technology. But it’s also a story about science. As well as about philosophy. And to tell the story, we’ll have to bring together a remarkable range of ideas and discoveries made across many centuries.

Название: ChatGPT, an AI Expert, and a Lawyer Walk Into a Bar...: The Evolution of Creativity and Communication
Автор: Bob Rogers, Theresa Hart
Издательство: Hart-Rogers Media
Год: 2023
Страниц: 128
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

What does ChatGPT have to say about AI? Written and illustrated by an AI chatbot, this book describes how creativity and communication have evolved with technology throughout history. More importantly, this book demonstrates what AI means to writers, artists, and other creatives in the context of breathtaking new AI tools that automate some, but not all, aspects of the creative process. Expressed in the words of the AI itself, with only a little help from an expert on AI and a lawyer with experience in the challenges of AI, this book provides a lively tour through the history of creativity and communication, and looks at what new AI technology means for each of us. By walking us through the process of creating the book and illustrations with AI, the authors take us on a tour of how to actually write prompts for use by AI systems and to leverage these mind-blowing new capabilities. Readers will see applications from writing thank-you notes to company reports to PhD theses, and everything in between. The book is illustrated with images that were created using online AI-based text-to-image services, providing a rich visual and textual experience for the reader to explore where AI technology is today and what it means for them tomorrow.

Название: Kubernetes for Jobseekers: DevOps and Kubernetes interview questions and answers for freshers and experienced professionals
Автор: Shivakumar Gopalakrishnan
Издательство: BPB Publications
Год: 2023
Страниц: 333
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Get Tips to Answer the Most Frequently Asked Kubernetes Interview Questions to Ace Your Interview. Looking to land a job as a Kubernetes administrator, developer, or maintainer? Our book has got you covered! With clear explanations and practical examples, you'll learn everything you need to know about Kubernetes and ace your interview with confidence. Kubernetes has become the de facto for container orchestration. The explosion in the use of Kubernetes has created a massive demand for Kubernetes administrators, developers, and maintainers. The purpose of this book is to explain the concepts of Kubernetes along with practical examples so that a job seeker can answer interview questions about Kubernetes with confidence. The book starts with the importance of DevOps culture and showing you with examples of how you can incorporate it at the work. Next we cover all the essential Kubernetes components, including Pods, ReplicaSets, Deployments, Services, Ingress Controllers, and PersistentVolumes. The book then deep dives into Docker containers and explains how Kubernetes orchestration helps to scale your containers.

Название: Programming Raspberry Pi in 30 Days: Learn how to build amazing Raspberry Pi projects using Python with ease
Автор: Edgardo Peregrino
Издательство: BPB Publications
Год: 2023
Страниц: 398
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

A step-by-step guide that will help you build exciting projects using Raspberry Pi. The Raspberry Pi is a powerful and versatile computing platform that has become a popular choice for DIY electronics projects, hobbyist programming, and educational purposes. Whether you are new to the Raspberry Pi or a seasoned user, this book provides a comprehensive coverage of the latest Raspberry Pi models, software, and accessories. The book begins with a detailed overview of how to start and set up your Raspberry Pi. It then introduces you to Raspberry Pi OS, including a comparison of 32-bit vs 64-bit and the difference between Raspberry Pi OS Legacy (Buster) and Raspberry Pi OS (Bullseye). Moving on, the book will help you get familiar with some basic Linux and Networking commands. The book also explains how to build GUI applications, web applications, and robots using Raspberry Pi and Python.

Название: Game Development 2042: The Future of Game Design, Development, and Publishing
Автор: Tim Fields
Издательство: CRC Press
Год: 2023
Страниц: 331
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book is a fast-paced look at the next two decades of the games industry with a focus on game design, the evolution of gaming markets around the world, the future of technology, Artificial Intelligence, Big Data, crypto-currency, and the art and business of creating and publishing hit games. The book contains interviews with a dozen veteran games industry luminaries, who have collectively created many of the greatest hits of the last twenty years and grossed tens of billions of dollars in revenue for companies like Electronic Arts, Facebook, Apple, Activision, Microsoft, Amazon, Supercell, Netflix, Warner Brothers, and others. Game Development 2042 is meant for game developers, anyone with a financial interest in the games business, and for gamers who want to know what the future holds. Mobile, console, PC, web, free-to-play, play-to-earn, and other businesses are discussed in depth with specific examples.

Название: Tableau Desktop Cookbook: Quick & Simple Recipes to Help You Navigate Tableau Desktop (Final)
Автор: Lorna Brown
Издательство: O’Reilly Media, Inc.
Год: 2021
Страниц: 687
Язык: английский
Формат: pdf (true), epub
Размер: 50.4 MB, 128.2 MB

Whether you're a beginner just learning how to create data visualizations or a Jedi who's already used Tableau for years, this cookbook has a recipe for everyone. Author Lorna Brown provides more than 100 practical recipes to enhance the way you build Tableau dashboards–and helps you understand your data through the power of Tableau Desktop's interactive datavisualizations.With this cookbook, Tableau beginners will learn hands-on how this unique self-serve tool works, while experienced users will find this book to be an ideal reference guide on how to employ specific techniques. It also links you to online resources and community features, such as Tableau Tip Tuesday and Workout Wednesday. By the time you reach the end, you'll be a competent user of Tableau Desktop.

Название: TypeScript Cookbook: Solutions for Everyday Problems (Fourth Early Release)
Автор: Stefan Baumgartner
Издательство: O’Reilly Media, Inc.
Год: 2023-03-16
Страниц: 223
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

TypeScript is one of the most important tools for jаvascript developers. Still, even experienced developers wonder why the TypeScript compiler is throwing squiggly red lines at them. Enter TypeScript Cookbook. With this practical guide, author Stefan Baumgartner provides senior engineers with solutions for everyday TypeScript problems. If you're conversant with TypeScript as well as jаvascript basics, this book provides actionable recipes to help you tackle a wide array of issues. From setting up complex project structures to developing advanced helper types, each self-contained recipe guides you through the problem and discusses why and how a solution works. You want to get started with TypeScript, fantastic! The big question is: How do you start? There are many ways how you can integrate TypeScript into your projects, and they all are slightly different depending on your project’s needs. Just as jаvascript runs on many runtimes, there are plenty of ways to configure TypeScript so it meets your target’s needs.