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Название: Amazon Web Services in Action: An in-depth guide to AWS, 3rd Edition (Final)
Автор: Andreas Wittig, Michael Wittig
Издательство: Manning Publications
Год: 2023
Страниц: 554
Язык: английский
Формат: pdf (true)
Размер: 31.3 MB

This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world’s most popular cloud. It’s packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services. Amazon Web Services in Action, Third Edition: An in-depth guide to AWS is a comprehensive introduction to everything AWS. This revised edition covers all the core services in clear, plain language, including services such as AWS Lambda and CloudFormation.

Название: Practical Automation with PowerShell: Effective scripting from the console to the cloud (Final)
Автор: Matthew Dowst
Издательство: Manning Publications
Год: 2023
Страниц: 417
Язык: английский
Формат: pdf (true)
Размер: 13.9 MB

Take PowerShell beyond simple scripts and build time-saving automations for your team, your users, and the world. Practical Automation in PowerShell reveals how you can use PowerShell to build automation solutions for a huge number of common admin and DevOps tasks. Author Matthew Dowst uses his decades of experience to lay out a real blueprint for setting up an enterprise scripting environment with PowerShell. The book goes beyond the basics to show you how to handle the unforeseen complexities that can keep automations from becoming reusable and resilient. From the console to the cloud, you'll learn how to manage your code, avoid common pitfalls, and create sharable automations that are adaptable to different use cases. Practical Automation with PowerShell: Effective scripting from the console to the cloud shows you how to build PowerShell automations for local and cloud systems. In it, you’ll find tips for identifying automatable tasks, techniques for structuring and managing scripts, and lots of well-explained example code.

Название: Natural Language Processing in Action, Second Edition (MEAP v8)
Автор: Hobson Lane, Maria Dyshel
Издательство: Manning Publications
Год: 2023
Страниц: 406
Язык: английский
Формат: pdf (true)
Размер: 26.6 MB

Develop your NLP skills from scratch! This revised bestseller now includes coverage of the latest Python packages, Transformers, the HuggingFace packages, and chatbot frameworks. Natural Language Processing in Action has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. As you go, you’ll create projects that can detect fake news, filter spam, and even answer your questions, all built with Python and its ecosystem of data tools. Natural Language Processing in Action, Second Edition is your guide to building software that can read and interpret human language. This new edition is updated to include the latest Python packages and comes with full coverage of cutting-edge models like BERT, GPT-J and HuggingFace transformers.

Название: 100 Java Mistakes and How to Avoid Them (MEAP v1)
Автор: Tagir Valeev
Издательство: Manning Publications
Год: 2023
Страниц: 118
Язык: английский
Формат: pdf (true)
Размер: 35.0 MB

Dodge the common mistakes that even senior developers make, take full advantage of static analysis tools, and deliver robust and error-free Java code. Whenever you make a mistake writing Java, it’s almost guaranteed that someone else has made it before! In 100 Java Mistakes and How To Avoid Them you’ll learn about the common and the not-so-common antipatterns, errors, and tricky bits that trip up almost every Java developer. Discover the bugs that are hiding in your Java code, and explore useful and effective ways to dodge them—from unit tests and defensive coding to static analysis tools like IntelliJ IDEA, SonarLint, and Error Prone.

Название: The Complete C++ & Python Manual - 14th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 53.5 MB

Изучайте основы Python и C++ и расширяйте свои навыки! Высококачественный справочник, содержащий подробные руководства от команды экспертов. Изучайте Python и применяйте его в реальных программах. Начните изучать основы C++ и лучшие советы по работе с кодом. Python и C++ - два самых мощных и многофункциональных языка программирования. Умение понимать и использовать любой из них позволит вам лучше понять современные технологии и то, как они взаимодействуют с нами и окружающей средой.

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.